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ORCID33rd MLSP 2023: Rome, Italy
- Danilo Comminiello, Michele Scarpiniti:
33rd IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2023, Rome, Italy, September 17-20, 2023. IEEE 2023, ISBN 979-8-3503-2411-2 - Hans-Andrea Loeliger:
On NUP Priors and Gaussian Message Passing. 1-6 - Jou-Hui Ho, Felipe A. Tobar
:
Greedy Online Change Point Detection. 1-6 - Prajit T. Rajendran, Huáscar Espinoza, Agnès Delaborde, Chokri Mraidha:
Stream-Based Active Learning with Adaptive Uncertainty and Diversity Thresholds. 1-6 - Yuxuan Xiu, Wenxin Liu, Keng Hou Leong, Xinyue Ren, Fanfan Zhao, Bokui Chen, Wai Kin Victor Chan:
An Ensemble Link Prediction Framework With AUC-Guided Leaderboard Probing For Volunteer Collaboration Prediction Challenge. 1-6 - Francesco Bonzi, Michele Mancusi, Simone Del Deo, Pierfrancesco Melucci, Maria Stella Tavella, Loreto Parisi, Emanuele Rodolà:
Exploiting Music Source Separation For Singing Voice Detection. 1-6 - Bowen Zhang, Zhijin Qin, Geoffrey Ye Li:
Semantic-Aware Image Compressed Sensing. 1-6 - Dibaloke Chanda, Nasim Yahya Soltani:
Graph-Based Multi-Task Learning For Fault Detection In Smart Grid. 1-6 - Denis C. Ilie-Ablachim, Bogdan Dumitrescu:
Classification With Dictionary Learning and A Distance Barrier Promoting Incoherence. 1-6 - I. Martin, Fran Pastor-Naranjo, Félix Fuentes-Hurtado, Jose A. Belloch, Luis Antonio Azpicueta-Ruiz, Valery Naranjo, Gema Piñero:
Predicting Room Impulse Responses Through Encoder-Decoder Convolutional Neural Networks. 1-6 - Guilherme Vieira, Eleonora Grassucci, Marcos Eduardo Valle, Danilo Comminiello:
Dual Quaternion Rotational and Translational Equivariance in 3D Rigid Motion Modelling. 1-6 - Katherine Morales, Yohan Petetin:
A Probabilistic Semi-Supervised Approach with Triplet Markov Chains. 1-6 - Mohammad Amin Omidi, Babak Seyfe, Shahrokh Valaee:
Robust Feature Selection With Weight Cost Maximin Optimization. 1-6 - Eduardo Alves da Silva, Luiz Wagner Pereira Biscainho:
A Multitask Learning Approach For Sound Source Tracking With Icosahedral Convolutional Neural Networks. 1-6 - Ambroise Heurtebise, Pierre Ablin, Alexandre Gramfort:
Multiview Independent Component Analysis with Delays. 1-6 - Quoc Thinh Vo, David K. Han:
Underwater Acoustic Signal Classification using Hierarchical Audio Transformer with Noisy Input. 1-6 - Jiayi Huang, Sangwoo Park, Osvaldo Simeone:
Calibration-Aware Bayesian Learning. 1-6 - Hojjat Salehinejad, Navid Hasanzadeh, Radomir Djogo, Shahrokh Valaee:
Contrastive Representation of Channel State Information for Human Body Orientation Recognition in Interaction with Machines. 1-6 - Mohamed AbdAllah, Mohamed Emad Mousa Rasmy, Muhammad Ali Rushdi:
Multi-Contrast MRI Image Translation via Pathology-Aware Generative Adversarial Networks. 1-6 - Runxuan Miao, Erdem Koyuncu:
Federated Representation Learning Through Clustering. 1-6 - Yuanhang Zhang, Jundong Liu:
Vertex-Based Networks to Accelerate Path Planning Algorithms. 1-6 - Tal Kiani, Avi Caciularu, Shani Zev, Dan Thomas Major, Jacob Goldberger:
Utilizing Perturbation of Atoms' Positions for Equivariant Pre-Training in 3D Molecular Analysis. 1-6 - Parisa Ghane, Ulisses Braga-Neto:
Predicting Generalization in Deep Learning Using Data Augmentation and posterior Probability Estimators. 1-6 - Dario Del Gaizo, Francesco De Palo, Fabio Cipriani, Luca Giancane:
Adaptive Pre-Processing for Neural Network Hardware Deployment. 1-6 - Myung Cho, Lifeng Lai, Weiyu Xu:
Distributed Dual Coordinate Ascent With Imbalanced Data on a General Tree Network. 1-6 - Ouya Wang, Shenglong Zhou, Geoffrey Ye Li:
Effective Adaptation into New Environment with Few Shots: Applications to OFDM Receiver Design. 1-6 - Cheng-Lin Hsieh, Yi-Cheng Lo, An-Yeu Andy Wu:
Trainable Policy For The On-Demand Offloading On Edge-Cloud Collaborative System. 1-6 - Zhuojun Tian, Zhaoyang Zhang, Richeng Jin, Lei Liu, Zhaohui Yang:
Distributed Compressed Sensing With Personalized Variational Auto-Encoders. 1-6 - Mohanad Alkhodari, Murad Almadani, Samit Kumar Ghosh, Ahsan H. Khandoker:
Fhsu-Net: Deep Learning-Based Model for the Extraction of Fetal Heart Sounds in Abdominal Phonocardiography. 1-6 - Ismail R. Alkhouri, Akram S. Awad, Connor Hatfield, George K. Atia:
A Discriminative Approach To Unsupervised Domain Adaptation in Coarse-To-Fine Classifiers. 1-6 - Yao Sun, Bo Hu, José C. Príncipe:
The Kernel Maximal Correlation Filter. 1-6 - Sirui Song, Xi Qin, Jackson Brengman, Chris Bartone, Jundong Liu:
Holistic FOD Detection Via Surface Map and Yolo Networks. 1-6 - Michela Proietti, Alessio Ragno, Roberto Capobianco:
Memory Replay For Continual Learning With Spiking Neural Networks. 1-6 - Frederik Hoppe, Claudio Mayrink Verdun, Hannah Laus, Felix Krahmer, Holger Rauhut:
Uncertainty Quantification For Learned ISTA. 1-6 - Wen-Yuan Ting, Syu-Siang Wang, Yu Tsao, Borching Su:
IANS: Intelligibility-Aware Null-Steering Beamforming for Dual-Microphone Arrays. 1-6 - Spilios Evmorfos, Zhaoyi Xu, Athina P. Petropulu:
Gflownets for Sensor Selection. 1-6 - Jiepeng Tang, Navneet Agrawal, Slawomir Stanczak, Jingge Zhu:
Coded Distributed Image Classification. 1-6 - Hoang M. H. Nguyen, Ismail Senöz, Bert de Vries:
Gaussian Process Amplitude Demodulation By Message-Passing. 1-6 - Jean-Baptiste Fest, Audrey Repetti, Emilie Chouzenoux:
A New Non-Convex Framework to Improve Asymptotical Knowledge on Generic Stochastic Gradient Descent. 1-6 - Ziwen Liu, Scott Allan Orr, Josep Grau-Bové:
Htgtm: Hybrid Temporal-Graph Tabular Model For Complex Multimodal Tabular Data Processing. 1-6 - Jianhong Ye, Yi Yu, Badong Chen, Zongsheng Zheng:
Optimal Subband Adaptive Filtering Algorithm Over Functional Link Neural Network. 1-6 - Tiago Fernandes Tavares, Lucas Bertoloto:
Air Drums, and Bass: Anticipating Musical Gestures in Accelerometer Signals with a Lightweight CNN. 1-5 - Giuseppina Carannante, Nidhal C. Bouaynaya:
Bayesian Deep Learning Detection of Anomalies and Failure: Application To Medical Images. 1-6 - Iván López-Espejo, Santi Prieto, Alfonso Ortega, Eduardo Lleida:
Improved Vocal Effort Transfer Vector Estimation For Vocal Effort-Robust Speaker Verification. 1-6 - Ishan D. Khurjekar, Peter Gerstoft:
DOA Uncertainty Quantification With Conformal Prediction. 1-6 - Riccardo Miccini, Alaa Zniber, Clément Laroche, Tobias Piechowiak, Martin Schoeberl, Luca Pezzarossa, Ouassim Karrakchou, Jens Sparsø, Mounir Ghogho:
Dynamic nsNET2: Efficient Deep Noise Suppression with Early Exiting. 1-6 - Matteo Mancanelli, Eleonora Grassucci, Aurelio Uncini, Danilo Comminiello:
Phydi: Initializing Parameterized Hypercomplex Neural Networks As Identity Functions. 1-6 - Radomir Djogo, Hojjat Salehinejad, Navid Hasanzadeh, Shahrokh Valaee:
Dual-Path Model With Fresnel Zone-Based Voting For Human Activity Recognition Using WI-FI. 1-6 - Ajinkya Gorad, Simo Särkkä:
Rao-Blackwellized Monte Carlo Data Association With Deep Metric For Object Tracking. 1-6 - Yi-Cheng Lo, Cheng-Lin Hsieh, An-Yeu Andy Wu:
Constraints-Aware Trainable Pruning With System Optimization For The On-Demand Offloading Edge-Cloud Collaborative System. 1-6 - Henri Makika, João Marcos Travassos Romano, Rosangela Ballini:
Deep Learning Techniques For Time Series Forecasting: An Application For Exchange Rates. 1-6 - Jakob Lindqvist, Amanda Olmin, Lennart Svensson, Fredrik Lindsten:
Generalised Active Learning With Annotation Quality Selection. 1-6 - Mahshid Fouladivanda, Armin Iraji, Lei Wu, Vince D. Calhoun:
Joint Structural and Functional Connectivity Learning Based Independent Component Analysis. 1-5 - Vesa Saarinen, Visa Koivunen:
MIMO Radar Waveform Synthesis Using Generative Adversarial Networks. 1-6 - Christian Knoll, Franz Pernkopf:
Reliable Belief Propagation: Recent Theoretical and Practical Advances. 1-6 - I-Chun Chern, Steffi Chern, Heng-Cheng Kuo, Huan-Hsin Tseng, Kuo-Hsuan Hung, Yu Tsao:
Voice Direction-Of-Arrival Conversion. 1-6 - Maurice Kuschel, Timothy Marrinan, Tanuj Hasija:
Geodesic-Based Relaxation For Deep Canonical Correlation Analysis. 1-6 - Yannick Deville, Alain Deville:
Blind Processing Methods for Quantum Channels: Identification, Equalization and Source Separation. 1-6 - Valeria Bruschi, Michela Cantarini, Luca Serafini, Stefano Nobili, Stefania Cecchi, Stefano Squartini:
An Enhanced System for the Detection and Active Cancellation of Snoring Signals. 1-6 - João Paulo Canário, Ricardo Araújo Rios:
Noise-Tolerant Self-Embedded LSTM for Seismic Event Classification. 1-6 - Shutong Chen, Anping Zhang, Qiqi Chen, Yang Li:
Volunteer Retention and Future Collaboration Prediction in Volunteer Crowdsourcing Platforms. 1-5 - Kincaid MacDonald, Dhananjay Bhaskar, Guy Thampakkul, Nhi Nguyen, Joia Zhang, Michael Perlmutter, Ian Adelstein, Smita Krishnaswamy:
A Flow Artist for High-Dimensional Cellular Data. 1-6 - Christos Chatzis, Max Pfeffer, Pedro G. Lind, Evrim Acar:
A Time-Aware Tensor Decomposition for Tracking Evolving Patterns. 1-6 - Samayan Bhattacharya, Alexis Bennett, Celina Alba, Kseniia Kriukova, Dominique Duncan:
Unsupervised Seizure Detection in Eeg Using Long Short Term Memory Network and Clustering. 1-6 - Giovanni Di Gennaro, Amedeo Buonanno, Francesco A. N. Palmieri, Krishna R. Pattipati, Martina Merola:
Path Planning of Multiple Agents Through Probability Flow. 1-6 - Maximilian H. V. Tillmann, Masahiro Yukawa:
Distributed Stable Outlier-Robust Signal Recovery using Minimax Concave Loss. 1-6 - Kuan-Hsun Ho, En-Lun Yu, Jeih-Weih Hung, Berlin Chen:
NAaLOSS: Rethinking the Objective of Speech Enhancement. 1-6 - Yiwei Li, Chien-Wei Huang, Shuai Wang, Chong-Yung Chi, Tony Q. S. Quek:
Privacy-Preserving Federated Primal-Dual Learning for Non-Convex Problems With Non-Smooth Regularization. 1-6 - Robin Francis, Sundeep Prabhakar Chepuri:
Decentralized Stochastic Projection-Free Learning with Compressed Push-Sum. 1-6 - Steffen Limmer, Alberto Martínez Alba, Nicola Michailow:
Physics-Informed Neural Networks for Pathloss Prediction. 1-5 - Manas Deb, Tokunbo Ogunfunmi:
Information Channels of Deep Neural Networks. 1-6 - Sai Krishna Kopparapu, Debanjali Bhattacharya, Neelam Sinha:
Spatial Encoding of EEG Brain Wave Signals to Predict Student's Mental State During E-Learning. 1-6 - Marcello Bullo, Seifallah Jardak, Pietro Edoardo Carnelli, Deniz Gündüz:
Sustainable Edge Intelligence Through Energy-Aware Early Exiting. 1-6 - Elad Sofer, Nir Shlezinger:
On the Interpretable Adversarial Sensitivity of Iterative Optimizers. 1-6 - Akira Sasou, Satoki Ogiso, Akihiko Nagakubo:
Deep Extreme Learning Machine With its Application to Body-Conducted-Sound-Based Handwork Recognition. 1-6 - Fangyuan Chi, Yixiao Wang, Panos Nasiopoulos, Victor C. M. Leung:
Federated Cooperative 3D Object Detection for Autonomous Driving. 1-6 - Rojin Zandi, Hojjat Salehinejad, Kian Behzad, Elaheh Motamedi, Milad Siami:
Robot Motion Prediction by Channel State Information. 1-6 - Çagkan Yapar, Fabian Jaensch, Ron Levie, Gitta Kutyniok, Giuseppe Caire:
Overview of the Urban Wireless Localization Competition. 1-6 - Elizabeth Z. C. Tan, Caroline Chaux, Emmanuel Soubies, Vincent Y. F. Tan:
Deep Unrolling for Nonconvex Robust Principal Component Analysis. 1-6 - Stefania Altini, Vasileios Mygdalis, Ioannis Pitas:
AdvRevGAN: On Reversible Universal Adversarial Attacks for Privacy Protection Applications. 1-6 - Oswaldo Ludwig, Tom Claes:
Compressing Wav2vec2 for Embedded Applications. 1-6 - Erfan Soltanmohammadi, Paris Smaragdis, Michael M. Goodwin:
Low-Complexity Streaming Speech Super-Resolution. 1-6 - Manos Kirtas, Nikolaos Passalis, Athina Oikonomou, Miltiadis Moralis-Pegios, George Giamougiannis, Apostolos Tsakyridis, George Mourgias-Alexandris, Nikolaos Pleros, Anastasios Tefas:
Quantization-Aware Training for Mixed Precision Photonic Neural Networks. 1-6 - Tsun-An Hsieh, Chao-Han Huck Yang, Pin-Yu Chen, Sabato Marco Siniscalchi, Yu Tsao:
Inference and Denoise: Causal Inference-Based Neural Speech Enhancement. 1-6 - Luigi Sigillo, Alessandro Marzilli, Daniela Moretti, Eleonora Grassucci, Claudio Greco, Danilo Comminiello:
Sailing the Seaformer: A Transformer-Based Model for Vessel Route Forecasting. 1-6 - Christos Kolomvakis, Arnaud Vandaele, Nicolas Gillis:
Algorithms for Boolean Matrix Factorization using Integer Programming. 1-6 - Lucas P. Damasceno, Egzona Rexhepi, Allison Shafer, Ian Whitehouse, Charles C. Cavalcante, Roberto Corizzo, Zois Boukouvalas:
Independent Vector Analysis with Sparse Inverse Covariance Estimation: An Application to Misinformation Detection. 1-6 - Ting-Hsu Lai, Tsung-Jung Liu, Kuan-Hsien Liu:
Scale Selection Network with Attention Mechanism for Crowd Counting. 1-6 - Snigdha Agarwal, Neelam Sinha:
3D Segmentation of Unruptured Intracranial Aneurysms using Task Specific Transfer Learning and Pure Convnets. 1-6 - Alireza Keshavarzian, Shahrokh Valaee:
Raster: Representation Learning for Time Series Classification using Scatter Score and Randomized Threshold Exceedance Rate. 1-6 - Minghui Hu, Saihua Xu, Qinglai Liu, Mayur Katwe, Chau Yuen, Sirajudeen Gulam Razul:
Locswinunet: A Neural Network for Urban Wireless Localization Using TOA and RSS Radio Maps. 1-6 - Antoine Collas, Titouan Vayer, Rémi Flamary, Arnaud Breloy:
Entropic Wasserstein Component Analysis. 1-6 - Jen-Tzung Chien, Kuan Chen:
Learning Outlier-Aware Representation with Synthetic Boundary Samples. 1-6 - Zexin Fang, Bin Han, C. Clark Cao, Hans D. Schotten:
Artificial ASMR: A Cyber-Psychological Approach. 1-6 - Eirik Agnalt Østmo, Kristoffer K. Wickstrøm, Keyur Radiya, Michael C. Kampffmeyer, Robert Jenssen:
View it Like a Radiologist: Shifted Windows for Deep Learning Augmentation Of CT Images. 1-6 - Philipp Renz, Kurt Cutajar, Niall Twomey, Gavin K. C. Cheung, Hanting Xie:
Low-Count Time Series Anomaly Detection. 1-6 - Quang Le, François Chan, Claude D'Amours:
Spatiotemporal Predictive Models for Irregularly Sampled Time Series. 1-6 - David Frich Hansen, Tommy Sonne Alstrøm, Mikkel N. Schmidt:
Amortized Variational Peak Fitting For Spectroscopic Data. 1-6 - Neha Singh, Saurabh Khanna:
Desketching of R-Separable Matrices From Compressive Linear Measurements. 1-6 - Bo-Wei Chen, Tsung-Jung Liu, Kuan-Hsien Liu:
Lightweight Image Inpainting By Stripe Window Transformer With Joint Attention To CNN. 1-6 - Giovanni Seraghiti, Atharva Awari, Arnaud Vandaele, Margherita Porcelli, Nicolas Gillis:
Accelerated Algorithms For Nonlinear Matrix Decomposition With The Relu Function. 1-6 - Michele Scarpiniti, Edoardo Sigismondi, Danilo Comminiello, Aurelio Uncini:
A U-Net Based Architecture for Automatic Music Transcription. 1-6 - Bahadir Bilgin, Ali Sekmen:
A Robustness Measure for Neural Networks. 1-6 - Marcelo R. Romano, Leonardo Tomazeli Duarte, Leonardo Abdala Elias:
Using Sparse Autoencoders to Perform Blind Source Separation of High-Density Myoelectric Signal. 1-6 - Fanfan Zhao, Yuanquan Hu, Wai Kin Victor Chan:
An Ensemble Learning Method for Volunteer Retention Prediction. 1-6 - José D. Jiménez-López, Rosa M. Fernández-Alcalá, Jesús Navarro-Moreno, Juan Carlos Ruiz-Molina:
The Distributed Fusion Filtering Problem Of Tessarine Signals From Multisensor Observations Affected With Packet Dropouts. 1-6 - Wenyue Xi, Ruiying Liu, Rui Cui:
Volunteer Future Collaboration Prediction with Topology-Based Ensemble Models. 1-6 - Anders Gjølbye Madsen, William Theodor Lehn-Schiøler, Áshildur Jónsdóttir, Bergdís Arnardóttir, Lars Kai Hansen:
Concept-Based Explainability for an EEG Transformer Model. 1-6 - Thea Brüsch, Mikkel N. Schmidt, Tommy S. Alstrøm:
Multi-View Self-Supervised Learning For Multivariate Variable-Channel Time Series. 1-6 - Mumin Jin, Atulya Yellepeddi, Gregory W. Wornell:
2D-Radar Imaging With Deep Convolutional Neural Networks. 1-6 - Guillaume Huguet, Alexander Tong, María Ramos Zapatero, Christopher J. Tape, Guy Wolf, Smita Krishnaswamy:
Geodesic Sinkhorn For Fast and Accurate Optimal Transport on Manifolds. 1-6 - Mykola Lukashchuk, Ismail Senöz, Bert de Vries:
Efficient Bayesian Inference By Conjugate-Computation Variational Message Passing. 1-6 - Konstantinos Tsampazis, Manos Kirtas, Pavlos Tosidis, Nikolaos Passalis, Anastasios Tefas:
Deep Reinforcement Learning With Action Masking for Differential-Drive Robot Navigation Using Low-Cost Sensors. 1-6 - Cristian-Enache Zica, Bogdan Dumitrescu:
Online Computation of Reduced Egonet Features for Anomaly Detection in Bank Transactions Graphs. 1-6 - Takahiro Aizawa, Yoshiaki Bando, Katsutoshi Itoyama, Kenji Nishida, Kazuhiro Nakadai, Masaki Onishi:
Unsupervised Domain Adaptation of Universal Source Separation Based on Neural Full-Rank Spatial Covariance Analysis. 1-6 - Thuan Nguyen, Matthias Scheutz, Shuchin Aeron:
On The Failure of Invariant Risk Minimization and an Effective fix via Classification Error Control. 1-6 - Ashutosh Vaish, Mihir Chaturvedi, Anubha Gupta, Ajit Rajwade:
Forest: White Matter Fiber Orientation Estimation Using Deep Learning in Diffusion MRI. 1-6 - Ammu R, Neelam Sinha:
Analysis of Mild Cognitive Impairment Utilizing Covariance Matrices of Brain Regions. 1-6 - Mehdi Kafashan, Wally Lo Faro:
An Algorithm Based on Topological Data Analysis for Solving Unsupervised Machine Learning Problems. 1-6 - Hyunwoo Park, Hyeonjin Chung, Sunwoo Kim:
Semi-Supervised Learning-Based Approach for DOA Estimation Under Hardware Impairments. 1-6 - Illia Oleksiienko, Alexandros Iosifidis:
Layer Ensembles. 1-6 - Mohammad Karimzadeh, Aleksandar Vakanski, Min Xian, Boyu Zhang:
Post-Hoc Explainability of BI-RADS Descriptors in a Multi-Task Framework for Breast Cancer Detection and Segmentation. 1-6 - Zilu Zhao, Dirk Slock:
Improved Variance Predictions in Approximate Message Passing. 1-6 - Xi Li, David J. Miller, Zhen Xiang, George Kesidis:
A BIC-Based Mixture Model Defense Against Data Poisoning Attacks on Classifiers. 1-6 - Francesco A. N. Palmieri, Krishna R. Pattipati, Giovanni Di Gennaro, Amedeo Buonanno, Caterina Fedele:
Belief Propagation of Pareto Front in Multi-Objective MDP Graphs. 1-6 - Akram S. Awad, George K. Atia:
Distributionally Robust Domain Adaptation. 1-6
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