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ORCIDBibTeX records: Ronen Talmon
@article{DBLP:journals/sigpro/ZachDT24,
author = {Itay Zach and
Tsvi G. Dvorkind and
Ronen Talmon},
title = {Graph signal interpolation and extrapolation over manifold of Gaussian
mixture},
journal = {Signal Process.},
volume = {216},
pages = {109308},
year = {2024},
url = {https://doi.org/10.1016/j.sigpro.2023.109308},
doi = {10.1016/J.SIGPRO.2023.109308},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/ZachDT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BarMMT24,
author = {Amitay Bar and
Rotem Mulayoff and
Tomer Michaeli and
Ronen Talmon},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {The Expected Loss of Preconditioned Langevin Dynamics Reveals the
Hessian Rank},
booktitle = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
2024, Thirty-Sixth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
Canada},
pages = {20328--20336},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i18.30014},
doi = {10.1609/AAAI.V38I18.30014},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BarMMT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13810,
author = {Amitay Bar and
Rotem Mulayoff and
Tomer Michaeli and
Ronen Talmon},
title = {The Expected Loss of Preconditioned Langevin Dynamics Reveals the
Hessian Rank},
journal = {CoRR},
volume = {abs/2402.13810},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13810},
doi = {10.48550/ARXIV.2402.13810},
eprinttype = {arXiv},
eprint = {2402.13810},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13810.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/CohenVT23,
author = {Ido Cohen and
Dan Valsky and
Ronen Talmon},
title = {Unsupervised Detection of Sub-Territories of the Subthalamic Nucleus
During {DBS} Surgery With Manifold Learning},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {70},
number = {4},
pages = {1286--1297},
year = {2023},
url = {https://doi.org/10.1109/TBME.2022.3215092},
doi = {10.1109/TBME.2022.3215092},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/CohenVT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/LahavT23,
author = {Almog Lahav and
Ronen Talmon},
title = {Procrustes Analysis on the Manifold of {SPSD} Matrices for Data Sets
Alignment},
journal = {{IEEE} Trans. Signal Process.},
volume = {71},
pages = {1907--1921},
year = {2023},
url = {https://doi.org/10.1109/TSP.2023.3272159},
doi = {10.1109/TSP.2023.3272159},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/LahavT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/YampolskyTL23,
author = {Tamir Baruch Yampolsky and
Ronen Talmon and
Ofir Lindenbaum},
title = {Domain and Modality Adaptation Using Multi-Kernel Matching},
booktitle = {31st European Signal Processing Conference, {EUSIPCO} 2023, Helsinki,
Finland, September 4-8, 2023},
pages = {1285--1289},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.23919/EUSIPCO58844.2023.10290039},
doi = {10.23919/EUSIPCO58844.2023.10290039},
timestamp = {Mon, 06 Nov 2023 12:35:15 +0100},
biburl = {https://dblp.org/rec/conf/eusipco/YampolskyTL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CohenSKT23,
author = {David Cohen and
Tal Shnitzer and
Yuval Kluger and
Ronen Talmon},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Few-Sample Feature Selection via Feature Manifold Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {6296--6319},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/cohen23b.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/CohenSKT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LinCMT23,
author = {Ya{-}Wei Eileen Lin and
Ronald R. Coifman and
Gal Mishne and
Ronen Talmon},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Hyperbolic Diffusion Embedding and Distance for Hierarchical Representation
Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {21003--21025},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/lin23b.html},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/LinCMT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18962,
author = {Ya{-}Wei Eileen Lin and
Ronald R. Coifman and
Gal Mishne and
Ronen Talmon},
title = {Hyperbolic Diffusion Embedding and Distance for Hierarchical Representation
Learning},
journal = {CoRR},
volume = {abs/2305.18962},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18962},
doi = {10.48550/ARXIV.2305.18962},
eprinttype = {arXiv},
eprint = {2305.18962},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18962.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivc/PaiBTK22,
author = {Gautam Pai and
Alex M. Bronstein and
Ronen Talmon and
Ron Kimmel},
title = {Deep Isometric Maps},
journal = {Image Vis. Comput.},
volume = {123},
pages = {104461},
year = {2022},
url = {https://doi.org/10.1016/j.imavis.2022.104461},
doi = {10.1016/J.IMAVIS.2022.104461},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ivc/PaiBTK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/DietrichYMTK22,
author = {Felix Dietrich and
Or Yair and
Rotem Mulayoff and
Ronen Talmon and
Ioannis G. Kevrekidis},
title = {Spectral Discovery of Jointly Smooth Features for Multimodal Data},
journal = {{SIAM} J. Math. Data Sci.},
volume = {4},
number = {1},
pages = {410--430},
year = {2022},
url = {https://doi.org/10.1137/21m141590x},
doi = {10.1137/21M141590X},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simods/DietrichYMTK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0001SKT22,
author = {Uri Shaham and
Jonathan Svirsky and
Ori Katz and
Ronen Talmon},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Discovery of Single Independent Latent Variable},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/a12e362d89d4e0b40760f839f91550ee-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0001SKT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-08530,
author = {Tal Shnitzer and
Hau{-}Tieng Wu and
Ronen Talmon},
title = {Spatiotemporal Analysis Using Riemannian Composition of Diffusion
Operators},
journal = {CoRR},
volume = {abs/2201.08530},
year = {2022},
url = {https://arxiv.org/abs/2201.08530},
eprinttype = {arXiv},
eprint = {2201.08530},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-08530.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-08574,
author = {David Cohen and
Tal Shnitzer and
Yuval Kluger and
Ronen Talmon},
title = {ManiFeSt: Manifold-based Feature Selection for Small Data Sets},
journal = {CoRR},
volume = {abs/2207.08574},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.08574},
doi = {10.48550/ARXIV.2207.08574},
eprinttype = {arXiv},
eprint = {2207.08574},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-08574.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejasmp/Laufer-Goldshtein21,
author = {Bracha Laufer{-}Goldshtein and
Ronen Talmon and
Sharon Gannot},
title = {Audio source separation by activity probability detection with maximum
correlation and simplex geometry},
journal = {{EURASIP} J. Audio Speech Music. Process.},
volume = {2021},
number = {1},
pages = {1--16},
year = {2021},
url = {https://doi.org/10.1186/s13636-021-00195-7},
doi = {10.1186/S13636-021-00195-7},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ejasmp/Laufer-Goldshtein21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/LinSTVDSK21,
author = {Ya{-}Wei Eileen Lin and
Tal Shnitzer and
Ronen Talmon and
Franz Villarroel{-}Espindola and
Shruti Desai and
Kurt A. Schalper and
Yuval Kluger},
title = {Graph of graphs analysis for multiplexed data with application to
imaging mass cytometry},
journal = {PLoS Comput. Biol.},
volume = {17},
number = {3},
year = {2021},
url = {https://doi.org/10.1371/journal.pcbi.1008741},
doi = {10.1371/JOURNAL.PCBI.1008741},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/LinSTVDSK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RahamimT21,
author = {Ohad Rahamim and
Ronen Talmon},
title = {Aligning Sets of Temporal Signals with Riemannian Geometry and Koopman
Operator},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {5310--5314},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9413729},
doi = {10.1109/ICASSP39728.2021.9413729},
timestamp = {Fri, 09 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/RahamimT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LinKT21,
author = {Ya{-}Wei Eileen Lin and
Yuval Kluger and
Ronen Talmon},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Hyperbolic Procrustes Analysis Using Riemannian Geometry},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {5959--5971},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/2ed80f6311c1825feb854d78fa969d34-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LinKT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AloniBT21,
author = {Lior Aloni and
Omer Bobrowski and
Ronen Talmon},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Joint Geometric and Topological Analysis of Hierarchical Datasets},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {478--493},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_29},
doi = {10.1007/978-3-030-86523-8\_29},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AloniBT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-01395,
author = {Lior Aloni and
Omer Bobrowski and
Ronen Talmon},
title = {Joint Geometric and Topological Analysis of Hierarchical Datasets},
journal = {CoRR},
volume = {abs/2104.01395},
year = {2021},
url = {https://arxiv.org/abs/2104.01395},
eprinttype = {arXiv},
eprint = {2104.01395},
timestamp = {Mon, 12 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-01395.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-03625,
author = {Panagiotis Papaioannou and
Ronen Talmon and
Daniela di Serafino and
Constantinos I. Siettos},
title = {Time Series Forecasting Using Manifold Learning},
journal = {CoRR},
volume = {abs/2110.03625},
year = {2021},
url = {https://arxiv.org/abs/2110.03625},
eprinttype = {arXiv},
eprint = {2110.03625},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-03625.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-05887,
author = {Uri Shaham and
Jonathan Svirsky and
Ori Katz and
Ronen Talmon},
title = {Single Independent Component Recovery and Applications},
journal = {CoRR},
volume = {abs/2110.05887},
year = {2021},
url = {https://arxiv.org/abs/2110.05887},
eprinttype = {arXiv},
eprint = {2110.05887},
timestamp = {Mon, 09 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-05887.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ftsig/Laufer-Goldshtein20,
author = {Bracha Laufer{-}Goldshtein and
Ronen Talmon and
Sharon Gannot},
title = {Data-Driven Multi-Microphone Speaker Localization on Manifolds},
journal = {Found. Trends Signal Process.},
volume = {14},
number = {1-2},
pages = {1--161},
year = {2020},
url = {https://doi.org/10.1561/2000000098},
doi = {10.1561/2000000098},
timestamp = {Tue, 24 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ftsig/Laufer-Goldshtein20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/Laufer-Goldshtein20,
author = {Bracha Laufer{-}Goldshtein and
Ronen Talmon and
Sharon Gannot},
title = {Global and Local Simplex Representations for Multichannel Source Separation},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {28},
pages = {914--928},
year = {2020},
url = {https://doi.org/10.1109/TASLP.2020.2975423},
doi = {10.1109/TASLP.2020.2975423},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/Laufer-Goldshtein20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/TaseskaWHT20,
author = {Maja Taseska and
Toon van Waterschoot and
Emanu{\"{e}}l A. P. Habets and
Ronen Talmon},
title = {Nonlinear Filtering With Variable Bandwidth Exponential Kernels},
journal = {{IEEE} Trans. Signal Process.},
volume = {68},
pages = {314--326},
year = {2020},
url = {https://doi.org/10.1109/TSP.2019.2959190},
doi = {10.1109/TSP.2019.2959190},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/TaseskaWHT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ShnitzerTS20,
author = {Tal Shnitzer and
Ronen Talmon and
Jean{-}Jacques E. Slotine},
title = {Diffusion Maps Kalman Filter for a Class of Systems With Gradient
Flows},
journal = {{IEEE} Trans. Signal Process.},
volume = {68},
pages = {2739--2753},
year = {2020},
url = {https://doi.org/10.1109/TSP.2020.2987750},
doi = {10.1109/TSP.2020.2987750},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/ShnitzerTS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BarTM20,
author = {Amitay Bar and
Ronen Talmon and
Ron Meir},
title = {Option Discovery in the Absence of Rewards with Manifold Analysis},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {664--674},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bar20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BarTM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/LifshitsT20,
author = {Pavel Lifshits and
Ronen Talmon},
title = {Unsupervised Acoustic Condition Monitoring with Riemannian Geometry},
booktitle = {30th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2020, Espoo, Finland, September 21-24, 2020},
pages = {1--6},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/MLSP49062.2020.9231898},
doi = {10.1109/MLSP49062.2020.9231898},
timestamp = {Mon, 26 Oct 2020 17:35:16 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/LifshitsT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-05878,
author = {Amitay Bar and
Ronen Talmon and
Ron Meir},
title = {Option Discovery in the Absence of Rewards with Manifold Analysis},
journal = {CoRR},
volume = {abs/2003.05878},
year = {2020},
url = {https://arxiv.org/abs/2003.05878},
eprinttype = {arXiv},
eprint = {2003.05878},
timestamp = {Tue, 17 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-05878.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-04386,
author = {Or Yair and
Felix Dietrich and
Rotem Mulayoff and
Ronen Talmon and
Ioannis G. Kevrekidis},
title = {Spectral Discovery of Jointly Smooth Features for Multimodal Data},
journal = {CoRR},
volume = {abs/2004.04386},
year = {2020},
url = {https://arxiv.org/abs/2004.04386},
eprinttype = {arXiv},
eprint = {2004.04386},
timestamp = {Tue, 14 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-04386.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-14272,
author = {Or Yair and
Almog Lahav and
Ronen Talmon},
title = {Symmetric Positive Semi-definite Riemmanian Geometry with Application
to Domain Adaptation},
journal = {CoRR},
volume = {abs/2007.14272},
year = {2020},
url = {https://arxiv.org/abs/2007.14272},
eprinttype = {arXiv},
eprint = {2007.14272},
timestamp = {Mon, 03 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-14272.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-04142,
author = {Ofir Lindenbaum and
Amir Sagiv and
Gal Mishne and
Ronen Talmon},
title = {Kernel-based parameter estimation of dynamical systems with unknown
observation functions},
journal = {CoRR},
volume = {abs/2009.04142},
year = {2020},
url = {https://arxiv.org/abs/2009.04142},
eprinttype = {arXiv},
eprint = {2009.04142},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-04142.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-08062,
author = {Ori Katz and
Roy R. Lederman and
Ronen Talmon},
title = {Spectral Flow on the Manifold of {SPD} Matrices for Multimodal Data
Processing},
journal = {CoRR},
volume = {abs/2009.08062},
year = {2020},
url = {https://arxiv.org/abs/2009.08062},
eprinttype = {arXiv},
eprint = {2009.08062},
timestamp = {Wed, 23 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-08062.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/KatzTLW19,
author = {Ori Katz and
Ronen Talmon and
Yu{-}Lun Lo and
Hau{-}Tieng Wu},
title = {Alternating diffusion maps for multimodal data fusion},
journal = {Inf. Fusion},
volume = {45},
pages = {346--360},
year = {2019},
url = {https://doi.org/10.1016/j.inffus.2018.01.007},
doi = {10.1016/J.INFFUS.2018.01.007},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/KatzTLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/SchwartzT19,
author = {Ariel Schwartz and
Ronen Talmon},
title = {Intrinsic Isometric Manifold Learning with Application to Localization},
journal = {{SIAM} J. Imaging Sci.},
volume = {12},
number = {3},
pages = {1347--1391},
year = {2019},
url = {https://doi.org/10.1137/18M1198752},
doi = {10.1137/18M1198752},
timestamp = {Tue, 14 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamis/SchwartzT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simods/ShnitzerBGTW19,
author = {Tal Shnitzer and
Mirela Ben{-}Chen and
Leonidas J. Guibas and
Ronen Talmon and
Hau{-}Tieng Wu},
title = {Recovering Hidden Components in Multimodal Data with Composite Diffusion
Operators},
journal = {{SIAM} J. Math. Data Sci.},
volume = {1},
number = {3},
pages = {588--616},
year = {2019},
url = {https://doi.org/10.1137/18M1218157},
doi = {10.1137/18M1218157},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simods/ShnitzerBGTW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/YairBT19,
author = {Or Yair and
Mirela Ben{-}Chen and
Ronen Talmon},
title = {Parallel Transport on the Cone Manifold of {SPD} Matrices for Domain
Adaptation},
journal = {{IEEE} Trans. Signal Process.},
volume = {67},
number = {7},
pages = {1797--1811},
year = {2019},
url = {https://doi.org/10.1109/TSP.2019.2894801},
doi = {10.1109/TSP.2019.2894801},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/YairBT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/ForsterSKST19,
author = {Lukas Forster and
Alexander Schmidt and
Walter Kellermann and
Tal Shnitzer and
Ronen Talmon},
title = {Diffusion Maps Particle Filter},
booktitle = {27th European Signal Processing Conference, {EUSIPCO} 2019, {A} Coru{\~{n}}a,
Spain, September 2-6, 2019},
pages = {1--5},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.23919/EUSIPCO.2019.8903123},
doi = {10.23919/EUSIPCO.2019.8903123},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/ForsterSKST19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MamanYET19,
author = {Gal Maman and
Or Yair and
Danny Eytan and
Ronen Talmon},
title = {Domain Adaptation Using Riemannian Geometry of Spd Matrices},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {4464--4468},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8682989},
doi = {10.1109/ICASSP.2019.8682989},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MamanYET19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/BrendelLGTK19,
author = {Andreas Brendel and
Bracha Laufer{-}Goldshtein and
Sharon Gannot and
Ronen Talmon and
Walter Kellermann},
title = {Localization of an Unknown Number of Speakers in Adverse Acoustic
Conditions Using Reliability Information and Diarization},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {7898--7902},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8683640},
doi = {10.1109/ICASSP.2019.8683640},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/BrendelLGTK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/PaiTBK19,
author = {Gautam Pai and
Ronen Talmon and
Alexander M. Bronstein and
Ron Kimmel},
title = {{DIMAL:} Deep Isometric Manifold Learning Using Sparse Geodesic Sampling},
booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
2019, Waikoloa Village, HI, USA, January 7-11, 2019},
pages = {819--828},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/WACV.2019.00092},
doi = {10.1109/WACV.2019.00092},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/PaiTBK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-00616,
author = {Or Yair and
Felix Dietrich and
Ronen Talmon and
Ioannis G. Kevrekidis},
title = {Optimal Transport on the Manifold of {SPD} Matrices for Domain Adaptation},
journal = {CoRR},
volume = {abs/1906.00616},
year = {2019},
url = {http://arxiv.org/abs/1906.00616},
eprinttype = {arXiv},
eprint = {1906.00616},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-00616.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/KemethHDBHLBTKK18,
author = {Felix P. Kemeth and
Sindre W. Haugland and
Felix Dietrich and
Tom Bertalan and
Kevin H{\"{o}}hlein and
Qianxiao Li and
Erik M. Bollt and
Ronen Talmon and
Katharina Krischer and
Ioannis G. Kevrekidis},
title = {An Emergent Space for Distributed Data With Hidden Internal Order
Through Manifold Learning},
journal = {{IEEE} Access},
volume = {6},
pages = {77402--77413},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2882777},
doi = {10.1109/ACCESS.2018.2882777},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/KemethHDBHLBTKK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/PapyanT18,
author = {Vardan Papyan and
Ronen Talmon},
title = {Multimodal latent variable analysis},
journal = {Signal Process.},
volume = {142},
pages = {178--187},
year = {2018},
url = {https://doi.org/10.1016/j.sigpro.2017.07.016},
doi = {10.1016/J.SIGPRO.2017.07.016},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/PapyanT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/Laufer-Goldshtein18,
author = {Bracha Laufer{-}Goldshtein and
Ronen Talmon and
Sharon Gannot},
title = {A Hybrid Approach for Speaker Tracking Based on {TDOA} and Data-Driven
Models},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {26},
number = {4},
pages = {725--735},
year = {2018},
url = {https://doi.org/10.1109/TASLP.2018.2790707},
doi = {10.1109/TASLP.2018.2790707},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/Laufer-Goldshtein18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsipn/MishneTCCK18,
author = {Gal Mishne and
Ronen Talmon and
Israel Cohen and
Ronald R. Coifman and
Yuval Kluger},
title = {Data-Driven Tree Transforms and Metrics},
journal = {{IEEE} Trans. Signal Inf. Process. over Networks},
volume = {4},
number = {3},
pages = {451--466},
year = {2018},
url = {https://doi.org/10.1109/TSIPN.2017.2743561},
doi = {10.1109/TSIPN.2017.2743561},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsipn/MishneTCCK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/DovTC18,
author = {David Dov and
Ronen Talmon and
Israel Cohen},
title = {Sequential Audio-Visual Correspondence With Alternating Diffusion
Kernels},
journal = {{IEEE} Trans. Signal Process.},
volume = {66},
number = {12},
pages = {3100--3111},
year = {2018},
url = {https://doi.org/10.1109/TSP.2018.2802445},
doi = {10.1109/TSP.2018.2802445},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/DovTC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/Laufer-Goldshtein18,
author = {Bracha Laufer{-}Goldshtein and
Ronen Talmon and
Sharon Gannot},
title = {Source Counting and Separation Based on Simplex Analysis},
journal = {{IEEE} Trans. Signal Process.},
volume = {66},
number = {24},
pages = {6458--6473},
year = {2018},
url = {https://doi.org/10.1109/TSP.2018.2876349},
doi = {10.1109/TSP.2018.2876349},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/Laufer-Goldshtein18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LevisST18,
author = {Aviad Levis and
Yoav Y. Schechner and
Ronen Talmon},
title = {Statistical Tomography of Microscopic Life},
booktitle = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
pages = {6411--6420},
publisher = {Computer Vision Foundation / {IEEE} Computer Society},
year = {2018},
url = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Levis\_Statistical\_Tomography\_of\_CVPR\_2018\_paper.html},
doi = {10.1109/CVPR.2018.00671},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LevisST18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/Laufer-Goldshtein18,
author = {Bracha Laufer{-}Goldshtein and
Ronen Talmon and
Sharon Gannot},
title = {Diarization and Separation Based on a Data-Driven Simplex},
booktitle = {26th European Signal Processing Conference, {EUSIPCO} 2018, Roma,
Italy, September 3-7, 2018},
pages = {842--846},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.23919/EUSIPCO.2018.8552933},
doi = {10.23919/EUSIPCO.2018.8552933},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eusipco/Laufer-Goldshtein18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Laufer-Goldshtein18,
author = {Bracha Laufer{-}Goldshtein and
Ronen Talmon and
Israel Cohen and
Sharon Gannot},
title = {Multi-View Source Localization Based on Power Ratios},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {71--75},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8462067},
doi = {10.1109/ICASSP.2018.8462067},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/Laufer-Goldshtein18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-09221,
author = {Bracha Laufer{-}Goldshtein and
Ronen Talmon and
Sharon Gannot},
title = {Data-Driven Source Separation Based on Simplex Analysis},
journal = {CoRR},
volume = {abs/1802.09221},
year = {2018},
url = {http://arxiv.org/abs/1802.09221},
eprinttype = {arXiv},
eprint = {1802.09221},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-09221.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00556,
author = {Ariel Schwartz and
Ronen Talmon},
title = {Intrinsic Isometric Manifold Learning with Application to Localization},
journal = {CoRR},
volume = {abs/1806.00556},
year = {2018},
url = {http://arxiv.org/abs/1806.00556},
eprinttype = {arXiv},
eprint = {1806.00556},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00556.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/SulamRT17,
author = {Jeremias Sulam and
Yaniv Romano and
Ronen Talmon},
title = {Dynamical system classification with diffusion embedding for ECG-based
person identification},
journal = {Signal Process.},
volume = {130},
pages = {403--411},
year = {2017},
url = {https://doi.org/10.1016/j.sigpro.2016.07.026},
doi = {10.1016/J.SIGPRO.2016.07.026},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/SulamRT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/DovTC17,
author = {David Dov and
Ronen Talmon and
Israel Cohen},
title = {Multimodal Kernel Method for Activity Detection of Sound Sources},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {25},
number = {6},
pages = {1322--1334},
year = {2017},
url = {https://doi.org/10.1109/TASLP.2017.2690568},
doi = {10.1109/TASLP.2017.2690568},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/DovTC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/Laufer-Goldshtein17,
author = {Bracha Laufer{-}Goldshtein and
Ronen Talmon and
Sharon Gannot},
title = {Semi-Supervised Source Localization on Multiple Manifolds With Distributed
Microphones},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {25},
number = {7},
pages = {1477--1491},
year = {2017},
url = {https://doi.org/10.1109/TASLP.2017.2696310},
doi = {10.1109/TASLP.2017.2696310},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/Laufer-Goldshtein17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ShnitzerTS17,
author = {Tal Shnitzer and
Ronen Talmon and
Jean{-}Jacques E. Slotine},
title = {Manifold Learning With Contracting Observers for Data-Driven Time-Series
Analysis},
journal = {{IEEE} Trans. Signal Process.},
volume = {65},
number = {4},
pages = {904--918},
year = {2017},
url = {https://doi.org/10.1109/TSP.2016.2616334},
doi = {10.1109/TSP.2016.2616334},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/ShnitzerTS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/YairT17,
author = {Or Yair and
Ronen Talmon},
title = {Local Canonical Correlation Analysis for Nonlinear Common Variables
Discovery},
journal = {{IEEE} Trans. Signal Process.},
volume = {65},
number = {5},
pages = {1101--1115},
year = {2017},
url = {https://doi.org/10.1109/TSP.2016.2628348},
doi = {10.1109/TSP.2016.2628348},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/YairT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica/Laufer-Goldshtein17,
author = {Bracha Laufer{-}Goldshtein and
Ronen Talmon and
Sharon Gannot},
editor = {Petr Tichavsk{\'{y}} and
Massoud Babaie{-}Zadeh and
Olivier J. J. Michel and
Nad{\`{e}}ge Thirion{-}Moreau},
title = {Speaker Tracking on Multiple-Manifolds with Distributed Microphones},
booktitle = {Latent Variable Analysis and Signal Separation - 13th International
Conference, {LVA/ICA} 2017, Grenoble, France, February 21-23, 2017,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10169},
pages = {59--67},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-53547-0\_6},
doi = {10.1007/978-3-319-53547-0\_6},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ica/Laufer-Goldshtein17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ShnitzerRCYTA17,
author = {Tal Shnitzer and
Maya Rapaport and
Noga Cohen and
Natalya Yarovinsky and
Ronen Talmon and
Judith Aharon{-}Peretz},
title = {Alternating diffusion maps for dementia severity assessment},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {831--835},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7952272},
doi = {10.1109/ICASSP.2017.7952272},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ShnitzerRCYTA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KatzTLW17,
author = {Ori Katz and
Ronen Talmon and
Yu{-}Lun Lo and
Hau{-}Tieng Wu},
title = {Diffusion-based nonlinear filtering for multimodal data fusion with
application to sleep stage assessment},
journal = {CoRR},
volume = {abs/1701.03619},
year = {2017},
url = {http://arxiv.org/abs/1701.03619},
eprinttype = {arXiv},
eprint = {1701.03619},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KatzTLW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-05768,
author = {Gal Mishne and
Ronen Talmon and
Israel Cohen and
Ronald R. Coifman and
Yuval Kluger},
title = {Data-Driven Tree Transforms and Metrics},
journal = {CoRR},
volume = {abs/1708.05768},
year = {2017},
url = {http://arxiv.org/abs/1708.05768},
eprinttype = {arXiv},
eprint = {1708.05768},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-05768.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-06011,
author = {Gautam Pai and
Ronen Talmon and
Ron Kimmel},
title = {Parametric Manifold Learning Via Sparse Multidimensional Scaling},
journal = {CoRR},
volume = {abs/1711.06011},
year = {2017},
url = {http://arxiv.org/abs/1711.06011},
eprinttype = {arXiv},
eprint = {1711.06011},
timestamp = {Thu, 07 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-06011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-09598,
author = {Tal Shnitzer and
Ronen Talmon and
Jean{-}Jacques E. Slotine},
title = {Diffusion Maps Kalman Filter},
journal = {CoRR},
volume = {abs/1711.09598},
year = {2017},
url = {http://arxiv.org/abs/1711.09598},
eprinttype = {arXiv},
eprint = {1711.09598},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-09598.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/MishneTMSLDC16,
author = {Gal Mishne and
Ronen Talmon and
Ron Meir and
Jackie Schiller and
Maria Lavzin and
Uri Dubin and
Ronald R. Coifman},
title = {Hierarchical Coupled-Geometry Analysis for Neuronal Structure and
Activity Pattern Discovery},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {10},
number = {7},
pages = {1238--1253},
year = {2016},
url = {https://doi.org/10.1109/JSTSP.2016.2602061},
doi = {10.1109/JSTSP.2016.2602061},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/MishneTMSLDC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamads/DsilvaTGCK16,
author = {Carmeline J. Dsilva and
Ronen Talmon and
C. William Gear and
Ronald R. Coifman and
Ioannis G. Kevrekidis},
title = {Data-Driven Reduction for a Class of Multiscale Fast-Slow Stochastic
Dynamical Systems},
journal = {{SIAM} J. Appl. Dyn. Syst.},
volume = {15},
number = {3},
pages = {1327--1351},
year = {2016},
url = {https://doi.org/10.1137/151004896},
doi = {10.1137/151004896},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamads/DsilvaTGCK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/Laufer-Goldshtein16,
author = {Bracha Laufer{-}Goldshtein and
Ronen Talmon and
Sharon Gannot},
title = {Semi-Supervised Sound Source Localization Based on Manifold Regularization},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {24},
number = {8},
pages = {1393--1407},
year = {2016},
url = {https://doi.org/10.1109/TASLP.2016.2555085},
doi = {10.1109/TASLP.2016.2555085},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/Laufer-Goldshtein16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/DovTC16,
author = {David Dov and
Ronen Talmon and
Israel Cohen},
title = {Kernel Method for Voice Activity Detection in the Presence of Transients},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {24},
number = {12},
pages = {2313--2326},
year = {2016},
url = {https://doi.org/10.1109/TASLP.2016.2566919},
doi = {10.1109/TASLP.2016.2566919},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/DovTC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/DovTC16,
author = {David Dov and
Ronen Talmon and
Israel Cohen},
title = {Kernel-Based Sensor Fusion With Application to Audio-Visual Voice
Activity Detection},
journal = {{IEEE} Trans. Signal Process.},
volume = {64},
number = {24},
pages = {6406--6416},
year = {2016},
url = {https://doi.org/10.1109/TSP.2016.2605068},
doi = {10.1109/TSP.2016.2605068},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/DovTC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/AmitMT16,
author = {Ron Amit and
Gal Mishne and
Ronen Talmon},
title = {Improving resolution in supervised patch-based target detection},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {1994--1998},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7472026},
doi = {10.1109/ICASSP.2016.7472026},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/AmitMT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/Laufer-Goldshtein16,
author = {Bracha Laufer{-}Goldshtein and
Ronen Talmon and
Sharon Gannot},
title = {Manifold-based Bayesian inference for semi-supervised source localization},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {6335--6339},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7472896},
doi = {10.1109/ICASSP.2016.7472896},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/Laufer-Goldshtein16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/YairT16,
author = {Or Yair and
Ronen Talmon},
title = {Multimodal metric learning with local {CCA}},
booktitle = {{IEEE} Statistical Signal Processing Workshop, {SSP} 2016, Palma de
Mallorca, Spain, June 26-29, 2016},
pages = {1--5},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SSP.2016.7551773},
doi = {10.1109/SSP.2016.7551773},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/ssp/YairT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TalmonW16,
author = {Ronen Talmon and
Hau{-}Tieng Wu},
title = {Latent common manifold learning with alternating diffusion: analysis
and applications},
journal = {CoRR},
volume = {abs/1602.00078},
year = {2016},
url = {http://arxiv.org/abs/1602.00078},
eprinttype = {arXiv},
eprint = {1602.00078},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TalmonW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DovTC16,
author = {David Dov and
Ronen Talmon and
Israel Cohen},
title = {Kernel-based Sensor Fusion with Application to Audio-Visual Voice
Activity Detection},
journal = {CoRR},
volume = {abs/1604.02946},
year = {2016},
url = {http://arxiv.org/abs/1604.02946},
eprinttype = {arXiv},
eprint = {1604.02946},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DovTC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShnitzerTS16,
author = {Tal Shnitzer and
Ronen Talmon and
Jean{-}Jacques E. Slotine},
title = {Manifold Learning with Contracting Observers for Data-driven Time-series
Analysis},
journal = {CoRR},
volume = {abs/1604.04492},
year = {2016},
url = {http://arxiv.org/abs/1604.04492},
eprinttype = {arXiv},
eprint = {1604.04492},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShnitzerTS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YairT16,
author = {Or Yair and
Ronen Talmon},
title = {Local Canonical Correlation Analysis for Nonlinear Common Variables
Discovery},
journal = {CoRR},
volume = {abs/1606.04268},
year = {2016},
url = {http://arxiv.org/abs/1606.04268},
eprinttype = {arXiv},
eprint = {1606.04268},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YairT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Laufer-Goldshtein16,
author = {Bracha Laufer{-}Goldshtein and
Ronen Talmon and
Sharon Gannot},
title = {Semi-Supervised Source Localization on Multiple-Manifolds with Distributed
Microphones},
journal = {CoRR},
volume = {abs/1610.04770},
year = {2016},
url = {http://arxiv.org/abs/1610.04770},
eprinttype = {arXiv},
eprint = {1610.04770},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Laufer-Goldshtein16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PapyanT16,
author = {Vardan Papyan and
Ronen Talmon},
title = {Multimodal Latent Variable Analysis},
journal = {CoRR},
volume = {abs/1611.08472},
year = {2016},
url = {http://arxiv.org/abs/1611.08472},
eprinttype = {arXiv},
eprint = {1611.08472},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PapyanT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YairTCK16,
author = {Or Yair and
Ronen Talmon and
Ronald R. Coifman and
Ioannis G. Kevrekidis},
title = {No equations, no parameters, no variables: data, and the reconstruction
of normal forms by learning informed observation geometries},
journal = {CoRR},
volume = {abs/1612.03195},
year = {2016},
url = {http://arxiv.org/abs/1612.03195},
eprinttype = {arXiv},
eprint = {1612.03195},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YairTCK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/LianTZCC15,
author = {Wenzhao Lian and
Ronen Talmon and
Hitten Zaveri and
Lawrence Carin and
Ronald R. Coifman},
title = {Multivariate time-series analysis and diffusion maps},
journal = {Signal Process.},
volume = {116},
pages = {13--28},
year = {2015},
url = {https://doi.org/10.1016/j.sigpro.2015.04.003},
doi = {10.1016/J.SIGPRO.2015.04.003},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/LianTZCC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/DovTC15,
author = {David Dov and
Ronen Talmon and
Israel Cohen},
title = {Audio-Visual Voice Activity Detection Using Diffusion Maps},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {23},
number = {4},
pages = {732--745},
year = {2015},
url = {https://doi.org/10.1109/TASLP.2015.2405481},
doi = {10.1109/TASLP.2015.2405481},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/DovTC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/WuTL15,
author = {Hau{-}Tieng Wu and
Ronen Talmon and
Yu{-}Lun Lo},
title = {Assess Sleep Stage by Modern Signal Processing Techniques},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {62},
number = {4},
pages = {1159--1168},
year = {2015},
url = {https://doi.org/10.1109/TBME.2014.2375292},
doi = {10.1109/TBME.2014.2375292},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/WuTL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/MishneTC15,
author = {Gal Mishne and
Ronen Talmon and
Israel Cohen},
title = {Graph-Based Supervised Automatic Target Detection},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {53},
number = {5},
pages = {2738--2754},
year = {2015},
url = {https://doi.org/10.1109/TGRS.2014.2364333},
doi = {10.1109/TGRS.2014.2364333},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/MishneTC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/TalmonMZC15,
author = {Ronen Talmon and
St{\'{e}}phane Mallat and
Hitten Zaveri and
Ronald R. Coifman},
title = {Manifold Learning for Latent Variable Inference in Dynamical Systems},
journal = {{IEEE} Trans. Signal Process.},
volume = {63},
number = {15},
pages = {3843--3856},
year = {2015},
url = {https://doi.org/10.1109/TSP.2015.2432731},
doi = {10.1109/TSP.2015.2432731},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/TalmonMZC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica/Laufer-Goldshtein15,
author = {Bracha Laufer{-}Goldshtein and
Ronen Talmon and
Sharon Gannot},
editor = {Emmanuel Vincent and
Arie Yeredor and
Zbynek Koldovsk{\'{y}} and
Petr Tichavsk{\'{y}}},
title = {A Study on Manifolds of Acoustic Responses},
booktitle = {Latent Variable Analysis and Signal Separation - 12th International
Conference, {LVA/ICA} 2015, Liberec, Czech Republic, August 25-28,
2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9237},
pages = {203--210},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-22482-4\_23},
doi = {10.1007/978-3-319-22482-4\_23},
timestamp = {Fri, 18 Sep 2020 07:54:42 +0200},
biburl = {https://dblp.org/rec/conf/ica/Laufer-Goldshtein15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/LedermanTWLC15,
author = {Roy R. Lederman and
Ronen Talmon and
Hau{-}Tieng Wu and
Yu{-}Lun Lo and
Ronald R. Coifman},
title = {Alternating diffusion for common manifold learning with application
to sleep stage assessment},
booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia,
April 19-24, 2015},
pages = {5758--5762},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICASSP.2015.7179075},
doi = {10.1109/ICASSP.2015.7179075},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/LedermanTWLC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Laufer-Goldshtein15,
author = {Bracha Laufer{-}Goldshtein and
Ronen Talmon and
Sharon Gannot},
title = {Semi-Supervised Sound Source Localization Based on Manifold Regularization},
journal = {CoRR},
volume = {abs/1508.03148},
year = {2015},
url = {http://arxiv.org/abs/1508.03148},
eprinttype = {arXiv},
eprint = {1508.03148},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Laufer-Goldshtein15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/ChudacekTAMCAD14,
author = {V{\'{a}}clav Chud{\'{a}}cek and
Ronen Talmon and
Joakim And{\'{e}}n and
St{\'{e}}phane Mallat and
Ronald R. Coifman and
Patrice Abry and
Muriel Doret},
title = {Low dimensional manifold embedding for scattering coefficients of
intrapartum fetale heart rate variability},
booktitle = {36th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2014, Chicago, IL, USA, August
26-30, 2014},
pages = {6373--6376},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/EMBC.2014.6945086},
doi = {10.1109/EMBC.2014.6945086},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/embc/ChudacekTAMCAD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/TalmonCGC13,
author = {Ronen Talmon and
Israel Cohen and
Sharon Gannot and
Ronald R. Coifman},
title = {Diffusion Maps for Signal Processing: {A} Deeper Look at Manifold-Learning
Techniques Based on Kernels and Graphs},
journal = {{IEEE} Signal Process. Mag.},
volume = {30},
number = {4},
pages = {75--86},
year = {2013},
url = {https://doi.org/10.1109/MSP.2013.2250353},
doi = {10.1109/MSP.2013.2250353},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spm/TalmonCGC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/TalmonCG13,
author = {Ronen Talmon and
Israel Cohen and
Sharon Gannot},
title = {Single-Channel Transient Interference Suppression With Diffusion Maps},
journal = {{IEEE} Trans. Speech Audio Process.},
volume = {21},
number = {1},
pages = {130--142},
year = {2013},
url = {https://doi.org/10.1109/TASL.2012.2215593},
doi = {10.1109/TASL.2012.2215593},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/TalmonCG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/TalmonCGC13,
author = {Ronen Talmon and
Israel Cohen and
Sharon Gannot and
Ronald R. Coifman},
title = {Graph-based bayesian approach for transient interference suppression},
booktitle = {21st European Signal Processing Conference, {EUSIPCO} 2013, Marrakech,
Morocco, September 9-13, 2013},
pages = {1--5},
publisher = {{IEEE}},
year = {2013},
url = {https://ieeexplore.ieee.org/document/6811507/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/TalmonCGC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/TalmonG13,
author = {Ronen Talmon and
Sharon Gannot},
title = {Relative transfer function identification on manifolds for supervised
{GSC} beamformers},
booktitle = {21st European Signal Processing Conference, {EUSIPCO} 2013, Marrakech,
Morocco, September 9-13, 2013},
pages = {1--5},
publisher = {{IEEE}},
year = {2013},
url = {https://ieeexplore.ieee.org/document/6811697/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/TalmonG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gsi/TalmonSC13,
author = {Ronen Talmon and
Yoel Shkolnisky and
Ronald R. Coifman},
editor = {Frank Nielsen and
Fr{\'{e}}d{\'{e}}ric Barbaresco},
title = {Nonlinear Modeling and Processing Using Empirical Intrinsic Geometry
with Application to Biomedical Imaging},
booktitle = {Geometric Science of Information - First International Conference,
{GSI} 2013, Paris, France, August 28-30, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8085},
pages = {441--448},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40020-9\_48},
doi = {10.1007/978-3-642-40020-9\_48},
timestamp = {Wed, 07 Dec 2022 23:13:13 +0100},
biburl = {https://dblp.org/rec/conf/gsi/TalmonSC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TalmonH13,
author = {Ronen Talmon and
Emanu{\"{e}}l A. P. Habets},
title = {Blind reverberation time estimation by intrinsic modeling of reverberant
speech},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {156--160},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6637628},
doi = {10.1109/ICASSP.2013.6637628},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/TalmonH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waspaa/LauferTG13,
author = {Bracha Laufer and
Ronen Talmon and
Sharon Gannot},
title = {Relative transfer function modeling for supervised source localization},
booktitle = {{IEEE} Workshop on Applications of Signal Processing to Audio and
Acoustics, {WASPAA} 2013, New Paltz, NY, USA, October 20-23, 2013},
pages = {1--4},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/WASPAA.2013.6701829},
doi = {10.1109/WASPAA.2013.6701829},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/waspaa/LauferTG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/TalmonCGC12,
author = {Ronen Talmon and
Israel Cohen and
Sharon Gannot and
Ronald R. Coifman},
title = {Supervised Graph-Based Processing for Sequential Transient Interference
Suppression},
journal = {{IEEE} Trans. Speech Audio Process.},
volume = {20},
number = {9},
pages = {2528--2538},
year = {2012},
url = {https://doi.org/10.1109/TASL.2012.2205243},
doi = {10.1109/TASL.2012.2205243},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/TalmonCGC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/TalmonKCCG12,
author = {Ronen Talmon and
Dan Kushnir and
Ronald R. Coifman and
Israel Cohen and
Sharon Gannot},
title = {Parametrization of Linear Systems Using Diffusion Kernels},
journal = {{IEEE} Trans. Signal Process.},
volume = {60},
number = {3},
pages = {1159--1173},
year = {2012},
url = {https://doi.org/10.1109/TSP.2011.2177973},
doi = {10.1109/TSP.2011.2177973},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/TalmonKCCG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KorenTC12,
author = {Tomer Koren and
Ronen Talmon and
Israel Cohen},
title = {Supervised system identification based on local {PCA} models},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {541--544},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6287936},
doi = {10.1109/ICASSP.2012.6287936},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KorenTC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwaenc/HirszhornDTC12,
author = {Ariel Hirszhorn and
David Dov and
Ronen Talmon and
Israel Cohen},
title = {Transient Interference Suppression in Speech Signals Based on the
{OM-LSA} Algorithm},
booktitle = {{IWAENC} 2012 - International Workshop on Acoustic Signal Enhancement,
Proceedings, {RWTH} Aachen University, Germany, September 4th - 6th,
2012},
publisher = {VDE-Verlag},
year = {2012},
url = {http://www.vde-verlag.de/proceedings-de/453451002.html},
timestamp = {Fri, 17 May 2013 18:34:53 +0200},
biburl = {https://dblp.org/rec/conf/iwaenc/HirszhornDTC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/TalmonCG11,
author = {Ronen Talmon and
Israel Cohen and
Sharon Gannot},
title = {Transient Noise Reduction Using Nonlocal Diffusion Filters},
journal = {{IEEE} Trans. Speech Audio Process.},
volume = {19},
number = {6},
pages = {1584--1599},
year = {2011},
url = {https://doi.org/10.1109/TASL.2010.2093651},
doi = {10.1109/TASL.2010.2093651},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/TalmonCG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/MichalevskyTC11,
author = {Yan Michalevsky and
Ronen Talmon and
Israel Cohen},
title = {Speaker identification using diffusion maps},
booktitle = {Proceedings of the 19th European Signal Processing Conference, {EUSIPCO}
2011, Barcelona, Spain, August 29 - Sept. 2, 2011},
pages = {1299--1302},
publisher = {{IEEE}},
year = {2011},
url = {https://ieeexplore.ieee.org/document/7073847/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/MichalevskyTC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TalmonCG11,
author = {Ronen Talmon and
Israel Cohen and
Sharon Gannot},
title = {Clustering and suppression of transient noise in speech signals using
diffusion maps},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
Center, Prague, Czech Republic},
pages = {5084--5087},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5947500},
doi = {10.1109/ICASSP.2011.5947500},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/TalmonCG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/waspaa/TalmonCG11,
author = {Ronen Talmon and
Israel Cohen and
Sharon Gannot},
title = {Supervised source localization using diffusion kernels},
booktitle = {{IEEE} Workshop on Applications of Signal Processing to Audio and
Acoustics, {WASPAA} 2011, New Paltz, NY, USA, October 16-19, 2011},
pages = {245--248},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ASPAA.2011.6082267},
doi = {10.1109/ASPAA.2011.6082267},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/waspaa/TalmonCG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TalmonCG10,
author = {Ronen Talmon and
Israel Cohen and
Sharon Gannot},
title = {Speech enhancement in transient noise environment using diffusion
filtering},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2010, 14-19 March 2010, Sheraton Dallas
Hotel, Dallas, Texas, {USA}},
pages = {4782--4785},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICASSP.2010.5495146},
doi = {10.1109/ICASSP.2010.5495146},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/TalmonCG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/TalmonCG09,
author = {Ronen Talmon and
Israel Cohen and
Sharon Gannot},
title = {Relative Transfer Function Identification Using Convolutive Transfer
Function Approximation},
journal = {{IEEE} Trans. Speech Audio Process.},
volume = {17},
number = {4},
pages = {546--555},
year = {2009},
url = {https://doi.org/10.1109/TASL.2008.2009576},
doi = {10.1109/TASL.2008.2009576},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/TalmonCG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/TalmonCG09a,
author = {Ronen Talmon and
Israel Cohen and
Sharon Gannot},
title = {Convolutive Transfer Function Generalized Sidelobe Canceler},
journal = {{IEEE} Trans. Speech Audio Process.},
volume = {17},
number = {7},
pages = {1420--1434},
year = {2009},
url = {https://doi.org/10.1109/TASL.2009.2020891},
doi = {10.1109/TASL.2009.2020891},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/TalmonCG09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TalmonCG09,
author = {Ronen Talmon and
Israel Cohen and
Sharon Gannot},
title = {Multichannel speech enhancement using convolutive transfer function
approximation in reverberant environments},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
pages = {3885--3888},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICASSP.2009.4960476},
doi = {10.1109/ICASSP.2009.4960476},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/TalmonCG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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