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ORCIDMarco Pedersoli
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Publications
- 2024
[c48]Atif Belal, Akhil Meethal, Francisco Perdigon Romero, Marco Pedersoli, Eric Granger:
Multi-Source Domain Adaptation for Object Detection with Prototype-based Mean Teacher. WACV 2024: 1266-1275- [c47]Heitor Rapela Medeiros, Fidel A. Guerrero-Peña, Masih Aminbeidokhti, Thomas Dubail, Eric Granger, Marco Pedersoli:
HalluciDet: Hallucinating RGB Modality for Person Detection Through Privileged Information. WACV 2024: 1433-1442 - [c45]Masih Aminbeidokhti, Fidel A. Guerrero-Peña, Heitor Rapela Medeiros, Thomas Dubail, Eric Granger, Marco Pedersoli:
Domain Generalization by Rejecting Extreme Augmentations. WACV 2024: 2204-2214 - [i57]Muhammad Haseeb Aslam, Muhammad Osama Zeeshan, Soufiane Belharbi, Marco Pedersoli, Alessandro L. Koerich, Simon Bacon, Eric Granger:
Distilling Privileged Multimodal Information for Expression Recognition using Optimal Transport. CoRR abs/2401.15489 (2024) - [i56]Soufiane Belharbi, Marco Pedersoli, Alessandro Lameiras Koerich, Simon Bacon, Eric Granger:
Guided Interpretable Facial Expression Recognition via Spatial Action Unit Cues. CoRR abs/2402.00281 (2024) - [i55]Atif Belal, Akhil Meethal, Francisco Perdigon Romero, Marco Pedersoli, Eric Granger:
Attention-based Class-Conditioned Alignment for Multi-Source Domain Adaptive Object Detection. CoRR abs/2403.09918 (2024) - [i54]Paul Waligora, Osama Zeeshan, Haseeb Aslam, Soufiane Belharbi, Alessandro Lameiras Koerich, Marco Pedersoli, Simon Bacon, Eric Granger:
Joint Multimodal Transformer for Dimensional Emotional Recognition in the Wild. CoRR abs/2403.10488 (2024) - 2023
- [j17]Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger:
DiPS: Discriminative pseudo-label sampling with self-supervised transformers for weakly supervised object localization. Image Vis. Comput. 140: 104838 (2023) - [c43]Akhil Meethal, Eric Granger, Marco Pedersoli:
Cascaded Zoom-in Detector for High Resolution Aerial Images. CVPR Workshops 2023: 2046-2055 - [c42]Muhammad Haseeb Aslam, Muhammad Osama Zeeshan, Marco Pedersoli, Alessandro L. Koerich, Simon Bacon, Eric Granger:
Privileged Knowledge Distillation for Dimensional Emotion Recognition in the Wild. CVPR Workshops 2023: 3338-3347 - [c41]Fidel A. Guerrero-Peña, Heitor Rapela Medeiros, Thomas Dubail, Masih Aminbeidokhti, Eric Granger, Marco Pedersoli:
Re-basin via implicit Sinkhorn differentiation. CVPR 2023: 20237-20246 - [c39]Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger
:
Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization. WACV (Workshops) 2023: 1-11 - [c38]Djebril Mekhazni, Maximilien Dufau, Christian Desrosiers, Marco Pedersoli, Eric Granger:
Camera Alignment and Weighted Contrastive Learning for Domain Adaptation in Video Person ReID. WACV 2023: 1624-1633 - [i52]Akhil Meethal, Eric Granger, Marco Pedersoli:
Cascaded Zoom-in Detector for High Resolution Aerial Images. CoRR abs/2303.08747 (2023) - [i51]Soufiane Belharbi, Shakeeb Murtaza, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger:
CoLo-CAM: Class Activation Mapping for Object Co-Localization in Weakly-Labeled Unconstrained Videos. CoRR abs/2303.09044 (2023) - [i47]Akhil Meethal, Eric Granger, Marco Pedersoli:
Density Crop-guided Semi-supervised Object Detection in Aerial Images. CoRR abs/2308.05032 (2023) - [i46]Atif Belal, Akhil Meethal, Francisco Perdigon Romero, Marco Pedersoli, Eric Granger:
Multi-Source Domain Adaptation for Object Detection with Prototype-based Mean-teacher. CoRR abs/2309.14950 (2023) - [i44]Heitor Rapela Medeiros, Fidel A. Guerrero-Peña, Masih Aminbeidokhti, Thomas Dubail, Eric Granger, Marco Pedersoli:
HalluciDet: Hallucinating RGB Modality for Person Detection Through Privileged Information. CoRR abs/2310.04662 (2023) - [i43]Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger:
DiPS: Discriminative Pseudo-Label Sampling with Self-Supervised Transformers for Weakly Supervised Object Localization. CoRR abs/2310.06196 (2023) - [i42]Masih Aminbeidokhti, Fidel A. Guerrero-Peña, Heitor Rapela Medeiros, Thomas Dubail, Eric Granger, Marco Pedersoli:
Domain Generalization by Rejecting Extreme Augmentations. CoRR abs/2310.06670 (2023) - [i41]David Latortue, Moetez Kdayem, Fidel A. Guerrero-Peña, Eric Granger, Marco Pedersoli:
Evaluating Supervision Levels Trade-Offs for Infrared-Based People Counting. CoRR abs/2311.11974 (2023) - [i40]Muhammad Osama Zeeshan, Muhammad Haseeb Aslam, Soufiane Belharbi, Alessandro L. Koerich, Marco Pedersoli, Simon Bacon, Eric Granger:
Subject-Based Domain Adaptation for Facial Expression Recognition. CoRR abs/2312.05632 (2023) - 2022
- [j14]Le Thanh Nguyen-Meidine, Madhu Kiran, Marco Pedersoli, Jose Dolz, Louis-Antoine Blais-Morin, Eric Granger:
Incremental multi-target domain adaptation for object detection with efficient domain transfer. Pattern Recognit. 129: 108771 (2022) - [c36]R. Gnana Praveen, Wheidima Carneiro de Melo, Nasib Ullah, Haseeb Aslam, Osama Zeeshan, Théo Denorme, Marco Pedersoli, Alessandro L. Koerich, Simon Bacon, Patrick Cardinal, Eric Granger:
A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition. CVPR Workshops 2022: 2485-2494 - [c35]Thomas Dubail, Fidel Alejandro Guerrero Peña, Heitor Rapela Medeiros, Masih Aminbeidokhti, Eric Granger, Marco Pedersoli:
Privacy-Preserving Person Detection Using Low-Resolution Infrared Cameras. ECCV Workshops (5) 2022: 689-702 - [c34]Akhil Meethal, Marco Pedersoli, Zhongwen Zhu, Francisco Perdigon Romero, Eric Granger:
Semi-Weakly Supervised Object Detection by Sampling Pseudo Ground-Truth Boxes. IJCNN 2022: 1-8 - [c33]Soufiane Belharbi, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger:
Negative Evidence Matters in Interpretable Histology Image Classification. MIDL 2022: 103-129 - [c32]Soufiane Belharbi, Aydin Sarraf, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger:
F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling. WACV 2022: 3727-3736 - [i38]Soufiane Belharbi, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger:
Negative Evidence Matters in Interpretable Histology Image Classification. CoRR abs/2201.02445 (2022) - [i36]Gnana Praveen Rajasekhar, Wheidima Carneiro de Melo, Nasib Ullah, Haseeb Aslam, Osama Zeeshan, Théo Denorme, Marco Pedersoli, Alessandro L. Koerich, Patrick Cardinal, Eric Granger:
A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition. CoRR abs/2203.14779 (2022) - [i35]Akhil Meethal, Marco Pedersoli, Zhongwen Zhu, Francisco Perdigon Romero, Eric Granger:
Semi-Weakly Supervised Object Detection by Sampling Pseudo Ground-Truth Boxes. CoRR abs/2204.00147 (2022) - [i34]Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger:
Constrained Sampling for Class-Agnostic Weakly Supervised Object Localization. CoRR abs/2209.09195 (2022) - [i33]Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger:
Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization. CoRR abs/2209.09209 (2022) - [i32]Thomas Dubail, Fidel Alejandro Guerrero Peña, Heitor Rapela Medeiros, Masih Aminbeidokhti, Eric Granger, Marco Pedersoli:
Privacy-Preserving Person Detection Using Low-Resolution Infrared Cameras. CoRR abs/2209.11335 (2022) - [i30]Djebril Mekhazni, Maximilien Dufau, Christian Desrosiers, Marco Pedersoli, Eric Granger:
Camera Alignment and Weighted Contrastive Learning for Domain Adaptation in Video Person ReID. CoRR abs/2211.03626 (2022) - [i29]Fidel A. Guerrero-Peña, Heitor Rapela Medeiros, Thomas Dubail, Masih Aminbeidokhti, Eric Granger, Marco Pedersoli:
Re-basin via implicit Sinkhorn differentiation. CoRR abs/2212.12042 (2022) - 2021
- [c31]Jérôme Rony, Eric Granger, Marco Pedersoli, Ismail Ben Ayed:
Augmented Lagrangian Adversarial Attacks. ICCV 2021: 7718-7727 - [c26]Théo Ayral, Marco Pedersoli, Simon Bacon, Eric Granger:
Temporal Stochastic Softmax for 3D CNNs: An Application in Facial Expression Recognition. WACV 2021: 3028-3037 - [i27]Le Thanh Nguyen-Meidine, Madhu Kiran, Marco Pedersoli, Jose Dolz, Louis-Antoine Blais-Morin, Eric Granger:
Incremental Multi-Target Domain Adaptation for Object Detection with Efficient Domain Transfer. CoRR abs/2104.06476 (2021) - [i24]Soufiane Belharbi, Aydin Sarraf, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger:
F-CAM: Full Resolution CAM via Guided Parametric Upscaling. CoRR abs/2109.07069 (2021) - 2020
- [c25]Malik Boudiaf, Jérôme Rony, Imtiaz Masud Ziko, Eric Granger, Marco Pedersoli, Pablo Piantanida, Ismail Ben Ayed:
A Unifying Mutual Information View of Metric Learning: Cross-Entropy vs. Pairwise Losses. ECCV (6) 2020: 548-564 - [c23]Le Thanh Nguyen-Meidine, Eric Granger, Madhu Kiran, Marco Pedersoli, Louis-Antoine Blais-Morin:
Progressive Gradient Pruning for Classification, Detection and Domain Adaptation. ICPR 2020: 2795-2802 - [c22]Akhil Meethal, Marco Pedersoli, Soufiane Belharbi, Eric Granger:
Convolutional STN for Weakly Supervised Object Localization. ICPR 2020: 10157-10164 - [i20]Malik Boudiaf, Jérôme Rony, Imtiaz Masud Ziko, Eric Granger, Marco Pedersoli, Pablo Piantanida, Ismail Ben Ayed:
Metric learning: cross-entropy vs. pairwise losses. CoRR abs/2003.08983 (2020) - [i17]Théo Ayral, Marco Pedersoli, Simon Bacon, Eric Granger:
Temporal Stochastic Softmax for 3D CNNs: An Application in Facial Expression Recognition. CoRR abs/2011.05227 (2020) - [i16]Jérôme Rony, Eric Granger, Marco Pedersoli, Ismail Ben Ayed:
Augmented Lagrangian Adversarial Attacks. CoRR abs/2011.11857 (2020) - 2019
- [c20]Masih Aminbeidokhti, Marco Pedersoli, Patrick Cardinal, Eric Granger:
Emotion Recognition with Spatial Attention and Temporal Softmax Pooling. ICIAR (1) 2019: 323-331 - [i14]Juan D. S. Ortega, Mohammed Senoussaoui, Eric Granger, Marco Pedersoli, Patrick Cardinal, Alessandro L. Koerich:
Multimodal Fusion with Deep Neural Networks for Audio-Video Emotion Recognition. CoRR abs/1907.03196 (2019) - [i11]Masih Aminbeidokhti, Marco Pedersoli, Patrick Cardinal, Eric Granger:
Emotion Recognition with Spatial Attention and Temporal Softmax Pooling. CoRR abs/1910.01254 (2019) - [i8]Akhil Meethal, Marco Pedersoli, Soufiane Belharbi, Eric Granger:
Convolutional STN for Weakly Supervised Object Localization and Beyond. CoRR abs/1912.01522 (2019) - 2017
- [i5]Ahmad Chaddad, Behnaz Naisiri, Marco Pedersoli, Eric Granger, Christian Desrosiers, Matthew Toews:
Modeling Information Flow Through Deep Neural Networks. CoRR abs/1712.00003 (2017)
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last updated on 2024-04-17 20:43 CEST by the dblp team
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