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BibTeX records: Marco Pedersoli
@article{DBLP:journals/mia/PengWPD24, author = {Jizong Peng and Ping Wang and Marco Pedersoli and Christian Desrosiers}, title = {Boundary-aware information maximization for self-supervised medical image segmentation}, journal = {Medical Image Anal.}, volume = {94}, pages = {103150}, year = {2024}, url = {https://doi.org/10.1016/j.media.2024.103150}, doi = {10.1016/J.MEDIA.2024.103150}, timestamp = {Fri, 31 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mia/PengWPD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fgr/AslamZBPKBG24, author = {Muhammad Haseeb Aslam and Muhammad Osama Zeeshan and Soufiane Belharbi and Marco Pedersoli and Alessandro Lameiras Koerich and Simon Bacon and Eric Granger}, title = {Distilling Privileged Multimodal Information for Expression Recognition using Optimal Transport}, booktitle = {18th {IEEE} International Conference on Automatic Face and Gesture Recognition, {FG} 2024, Istanbul, Turkey, May 27-31, 2024}, pages = {1--10}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/FG59268.2024.10582047}, doi = {10.1109/FG59268.2024.10582047}, timestamp = {Wed, 31 Jul 2024 14:00:36 +0200}, biburl = {https://dblp.org/rec/conf/fgr/AslamZBPKBG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fgr/BelharbiPKBG24, author = {Soufiane Belharbi and Marco Pedersoli and Alessandro Lameiras Koerich and Simon Bacon and Eric Granger}, title = {Guided Interpretable Facial Expression Recognition via Spatial Action Unit Cues}, booktitle = {18th {IEEE} International Conference on Automatic Face and Gesture Recognition, {FG} 2024, Istanbul, Turkey, May 27-31, 2024}, pages = {1--10}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/FG59268.2024.10582016}, doi = {10.1109/FG59268.2024.10582016}, timestamp = {Wed, 31 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fgr/BelharbiPKBG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fgr/ZeeshanABKPBG24, author = {Muhammad Osama Zeeshan and Muhammad Haseeb Aslam and Soufiane Belharbi and Alessandro Lameiras Koerich and Marco Pedersoli and Simon Bacon and Eric Granger}, title = {Subject-Based Domain Adaptation for Facial Expression Recognition}, booktitle = {18th {IEEE} International Conference on Automatic Face and Gesture Recognition, {FG} 2024, Istanbul, Turkey, May 27-31, 2024}, pages = {1--10}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/FG59268.2024.10581958}, doi = {10.1109/FG59268.2024.10581958}, timestamp = {Wed, 31 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fgr/ZeeshanABKPBG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/LatortueKGGP24, author = {David Latortue and Moetez Kdayem and Fidel A. Guerrero{-}Pe{\~{n}}a and Eric Granger and Marco Pedersoli}, title = {Evaluating Supervision Levels Trade-Offs for Infrared-Based People Counting}, booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision Workshops, {WACVW} 2024 - Workshops, Waikoloa, HI, USA, January 1-6, 2024}, pages = {290--299}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/WACVW60836.2024.00036}, doi = {10.1109/WACVW60836.2024.00036}, timestamp = {Tue, 30 Apr 2024 09:16:29 +0200}, biburl = {https://dblp.org/rec/conf/wacv/LatortueKGGP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/BelalMRPG24, author = {Atif Belal and Akhil Meethal and Francisco Perdigon Romero and Marco Pedersoli and Eric Granger}, title = {Multi-Source Domain Adaptation for Object Detection with Prototype-based Mean Teacher}, booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV} 2024, Waikoloa, HI, USA, January 3-8, 2024}, pages = {1266--1275}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/WACV57701.2024.00131}, doi = {10.1109/WACV57701.2024.00131}, timestamp = {Wed, 17 Apr 2024 07:41:22 +0200}, biburl = {https://dblp.org/rec/conf/wacv/BelalMRPG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/MedeirosGADGP24, author = {Heitor Rapela Medeiros and Fidel A. Guerrero{-}Pe{\~{n}}a and Masih Aminbeidokhti and Thomas Dubail and Eric Granger and Marco Pedersoli}, title = {HalluciDet: Hallucinating {RGB} Modality for Person Detection Through Privileged Information}, booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV} 2024, Waikoloa, HI, USA, January 3-8, 2024}, pages = {1433--1442}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/WACV57701.2024.00147}, doi = {10.1109/WACV57701.2024.00147}, timestamp = {Wed, 17 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wacv/MedeirosGADGP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/MounsavengCBPA24, author = {Saypraseuth Mounsaveng and Florent Chiaroni and Malik Boudiaf and Marco Pedersoli and Ismail Ben Ayed}, title = {Bag of Tricks for Fully Test-Time Adaptation}, booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV} 2024, Waikoloa, HI, USA, January 3-8, 2024}, pages = {1925--1934}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/WACV57701.2024.00194}, doi = {10.1109/WACV57701.2024.00194}, timestamp = {Wed, 17 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wacv/MounsavengCBPA24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/AminbeidokhtiGM24, author = {Masih Aminbeidokhti and Fidel A. Guerrero{-}Pe{\~{n}}a and Heitor Rapela Medeiros and Thomas Dubail and Eric Granger and Marco Pedersoli}, title = {Domain Generalization by Rejecting Extreme Augmentations}, booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV} 2024, Waikoloa, HI, USA, January 3-8, 2024}, pages = {2204--2214}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/WACV57701.2024.00221}, doi = {10.1109/WACV57701.2024.00221}, timestamp = {Wed, 17 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wacv/AminbeidokhtiGM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-15489, author = {Muhammad Haseeb Aslam and Muhammad Osama Zeeshan and Soufiane Belharbi and Marco Pedersoli and Alessandro L. Koerich and Simon Bacon and Eric Granger}, title = {Distilling Privileged Multimodal Information for Expression Recognition using Optimal Transport}, journal = {CoRR}, volume = {abs/2401.15489}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.15489}, doi = {10.48550/ARXIV.2401.15489}, eprinttype = {arXiv}, eprint = {2401.15489}, timestamp = {Tue, 06 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-15489.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-00281, author = {Soufiane Belharbi and Marco Pedersoli and Alessandro Lameiras Koerich and Simon Bacon and Eric Granger}, title = {Guided Interpretable Facial Expression Recognition via Spatial Action Unit Cues}, journal = {CoRR}, volume = {abs/2402.00281}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.00281}, doi = {10.48550/ARXIV.2402.00281}, eprinttype = {arXiv}, eprint = {2402.00281}, timestamp = {Fri, 09 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-00281.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-09918, author = {Atif Belal and Akhil Meethal and Francisco Perdigon Romero and Marco Pedersoli and Eric Granger}, title = {Attention-based Class-Conditioned Alignment for Multi-Source Domain Adaptive Object Detection}, journal = {CoRR}, volume = {abs/2403.09918}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.09918}, doi = {10.48550/ARXIV.2403.09918}, eprinttype = {arXiv}, eprint = {2403.09918}, timestamp = {Fri, 05 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-09918.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-10488, author = {Paul Waligora and Osama Zeeshan and Haseeb Aslam and Soufiane Belharbi and Alessandro Lameiras Koerich and Marco Pedersoli and Simon Bacon and Eric Granger}, title = {Joint Multimodal Transformer for Dimensional Emotional Recognition in the Wild}, journal = {CoRR}, volume = {abs/2403.10488}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.10488}, doi = {10.48550/ARXIV.2403.10488}, eprinttype = {arXiv}, eprint = {2403.10488}, timestamp = {Mon, 08 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-10488.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2403-15567, author = {Shambhavi Mishra and Balamurali Murugesan and Ismail Ben Ayed and Marco Pedersoli and Jose Dolz}, title = {Do not trust what you trust: Miscalibration in Semi-supervised Learning}, journal = {CoRR}, volume = {abs/2403.15567}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2403.15567}, doi = {10.48550/ARXIV.2403.15567}, eprinttype = {arXiv}, eprint = {2403.15567}, timestamp = {Tue, 09 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2403-15567.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-01492, author = {Heitor Rapela Medeiros and Masih Aminbeidokhti and Fidel A. Guerrero{-}Pe{\~{n}}a and David Latortue and Eric Granger and Marco Pedersoli}, title = {Modality Translation for Object Detection Adaptation Without Forgetting Prior Knowledge}, journal = {CoRR}, volume = {abs/2404.01492}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.01492}, doi = {10.48550/ARXIV.2404.01492}, eprinttype = {arXiv}, eprint = {2404.01492}, timestamp = {Wed, 08 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-01492.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-10034, author = {Shakeeb Murtaza and Soufiane Belharbi and Marco Pedersoli and Eric Granger}, title = {Realistic Model Selection for Weakly Supervised Object Localization}, journal = {CoRR}, volume = {abs/2404.10034}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.10034}, doi = {10.48550/ARXIV.2404.10034}, eprinttype = {arXiv}, eprint = {2404.10034}, timestamp = {Wed, 15 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-10034.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-18849, author = {Heitor Rapela Medeiros and David Latortue and Fidel A. Guerrero{-}Pe{\~{n}}a and Eric Granger and Marco Pedersoli}, title = {MiPa: Mixed Patch Infrared-Visible Modality Agnostic Object Detection}, journal = {CoRR}, volume = {abs/2404.18849}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.18849}, doi = {10.48550/ARXIV.2404.18849}, eprinttype = {arXiv}, eprint = {2404.18849}, timestamp = {Mon, 27 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-18849.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2404-19654, author = {Rishav Pramanik and Jos{\'{e}}{-}Fabian Villa{-}V{\'{a}}squez and Marco Pedersoli}, title = {Masked Multi-Query Slot Attention for Unsupervised Object Discovery}, journal = {CoRR}, volume = {abs/2404.19654}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.19654}, doi = {10.48550/ARXIV.2404.19654}, eprinttype = {arXiv}, eprint = {2404.19654}, timestamp = {Wed, 29 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-19654.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-17517, author = {Louis Fournier and Adel Nabli and Masih Aminbeidokhti and Marco Pedersoli and Eugene Belilovsky and Edouard Oyallon}, title = {{WASH:} Train your Ensemble with Communication-Efficient Weight Shuffling, then Average}, journal = {CoRR}, volume = {abs/2405.17517}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.17517}, doi = {10.48550/ARXIV.2405.17517}, eprinttype = {arXiv}, eprint = {2405.17517}, timestamp = {Tue, 18 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-17517.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2407-06018, author = {Shakeeb Murtaza and Marco Pedersoli and Aydin Sarraf and Eric Granger}, title = {Leveraging Transformers for Weakly Supervised Object Localization in Unconstrained Videos}, journal = {CoRR}, volume = {abs/2407.06018}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2407.06018}, doi = {10.48550/ARXIV.2407.06018}, eprinttype = {arXiv}, eprint = {2407.06018}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2407-06018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2407-12927, author = {Nicolas Richet and Soufiane Belharbi and Haseeb Aslam and Meike Emilie Schadt and Manuela Gonz{\'{a}}lez{-}Gonz{\'{a}}lez and Gustave Cortal and Alessandro Lameiras Koerich and Marco Pedersoli and Alain Finkel and Simon Bacon and Eric Granger}, title = {Textualized and Feature-based Models for Compound Multimodal Emotion Recognition in the Wild}, journal = {CoRR}, volume = {abs/2407.12927}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2407.12927}, doi = {10.48550/ARXIV.2407.12927}, eprinttype = {arXiv}, eprint = {2407.12927}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2407-12927.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ivc/MurtazaBPSG23, author = {Shakeeb Murtaza and Soufiane Belharbi and Marco Pedersoli and Aydin Sarraf and Eric Granger}, title = {DiPS: Discriminative pseudo-label sampling with self-supervised transformers for weakly supervised object localization}, journal = {Image Vis. Comput.}, volume = {140}, pages = {104838}, year = {2023}, url = {https://doi.org/10.1016/j.imavis.2023.104838}, doi = {10.1016/J.IMAVIS.2023.104838}, timestamp = {Mon, 15 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ivc/MurtazaBPSG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmi/0016PPZ0D23, author = {Ping Wang and Jizong Peng and Marco Pedersoli and Yuanfeng Zhou and Caiming Zhang and Christian Desrosiers}, title = {{CAT:} Constrained Adversarial Training for Anatomically-Plausible Semi-Supervised Segmentation}, journal = {{IEEE} Trans. Medical Imaging}, volume = {42}, number = {8}, pages = {2146--2161}, year = {2023}, url = {https://doi.org/10.1109/TMI.2023.3243069}, doi = {10.1109/TMI.2023.3243069}, timestamp = {Fri, 18 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmi/0016PPZ0D23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmi/0016PPZ0D23a, author = {Ping Wang and Jizong Peng and Marco Pedersoli and Yuanfeng Zhou and Caiming Zhang and Christian Desrosiers}, title = {Shape-Aware Joint Distribution Alignment for Cross-Domain Image Segmentation}, journal = {{IEEE} Trans. Medical Imaging}, volume = {42}, number = {8}, pages = {2338--2347}, year = {2023}, url = {https://doi.org/10.1109/TMI.2023.3247941}, doi = {10.1109/TMI.2023.3247941}, timestamp = {Fri, 18 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmi/0016PPZ0D23a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/automl/RoshtkhariTP23, author = {Mehraveh Javan Roshtkhari and Matthew Toews and Marco Pedersoli}, editor = {Aleksandra Faust and Roman Garnett and Colin White and Frank Hutter and Jacob R. Gardner}, title = {Balanced Mixture of Supernets for Learning the {CNN} Pooling Architecture}, booktitle = {International Conference on Automated Machine Learning, 12-15 November 2023, Hasso Plattner Institute, Potsdam, Germany}, series = {Proceedings of Machine Learning Research}, volume = {224}, pages = {8/1--23}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v224/roshtkhari23a.html}, timestamp = {Wed, 10 Apr 2024 18:16:37 +0200}, biburl = {https://dblp.org/rec/conf/automl/RoshtkhariTP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/MeethalGP23, author = {Akhil Meethal and Eric Granger and Marco Pedersoli}, title = {Cascaded Zoom-in Detector for High Resolution Aerial Images}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023}, pages = {2046--2055}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/CVPRW59228.2023.00198}, doi = {10.1109/CVPRW59228.2023.00198}, timestamp = {Wed, 23 Aug 2023 16:23:26 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/MeethalGP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/AslamZPKBG23, author = {Muhammad Haseeb Aslam and Muhammad Osama Zeeshan and Marco Pedersoli and Alessandro L. Koerich and Simon Bacon and Eric Granger}, title = {Privileged Knowledge Distillation for Dimensional Emotion Recognition in the Wild}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2023 - Workshops, Vancouver, BC, Canada, June 17-24, 2023}, pages = {3338--3347}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/CVPRW59228.2023.00336}, doi = {10.1109/CVPRW59228.2023.00336}, timestamp = {Wed, 23 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/AslamZPKBG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/Guerrero-PenaMD23, author = {Fidel A. Guerrero{-}Pe{\~{n}}a and Heitor Rapela Medeiros and Thomas Dubail and Masih Aminbeidokhti and Eric Granger and Marco Pedersoli}, title = {Re-basin via implicit Sinkhorn differentiation}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023}, pages = {20237--20246}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/CVPR52729.2023.01938}, doi = {10.1109/CVPR52729.2023.01938}, timestamp = {Tue, 29 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/Guerrero-PenaMD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/RodriguezVLPR23, author = {Juan A. Rodriguez and David V{\'{a}}zquez and Issam H. Laradji and Marco Pedersoli and Pau Rodr{\'{\i}}guez}, editor = {Krystal Maughan and Rosanne Liu and Thomas F. Burns}, title = {FigGen: Text to Scientific Figure Generation}, booktitle = {The First Tiny Papers Track at {ICLR} 2023, Tiny Papers @ {ICLR} 2023, Kigali, Rwanda, May 5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/forum?id=Hx\_iTXnCR5}, timestamp = {Wed, 24 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/RodriguezVLPR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/MurtazaBPSG23, author = {Shakeeb Murtaza and Soufiane Belharbi and Marco Pedersoli and Aydin Sarraf and Eric Granger}, title = {Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization}, booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision Workshops, {WACV} 2023 - Workshops, Waikoloa, HI, USA, January 3-7, 2023}, pages = {1--11}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/WACVW58289.2023.00021}, doi = {10.1109/WACVW58289.2023.00021}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wacv/MurtazaBPSG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/MekhazniDDPG23, author = {Djebril Mekhazni and Maximilien Dufau and Christian Desrosiers and Marco Pedersoli and Eric Granger}, title = {Camera Alignment and Weighted Contrastive Learning for Domain Adaptation in Video Person ReID}, booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV} 2023, Waikoloa, HI, USA, January 2-7, 2023}, pages = {1624--1633}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/WACV56688.2023.00167}, doi = {10.1109/WACV56688.2023.00167}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wacv/MekhazniDDPG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/RodriguezVLPR23, author = {Juan A. Rodriguez and David V{\'{a}}zquez and Issam H. Laradji and Marco Pedersoli and Pau Rodr{\'{\i}}guez}, title = {{OCR-VQGAN:} Taming Text-within-Image Generation}, booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV} 2023, Waikoloa, HI, USA, January 2-7, 2023}, pages = {3678--3687}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/WACV56688.2023.00368}, doi = {10.1109/WACV56688.2023.00368}, timestamp = {Tue, 14 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wacv/RodriguezVLPR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-08747, author = {Akhil Meethal and Eric Granger and Marco Pedersoli}, title = {Cascaded Zoom-in Detector for High Resolution Aerial Images}, journal = {CoRR}, volume = {abs/2303.08747}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.08747}, doi = {10.48550/ARXIV.2303.08747}, eprinttype = {arXiv}, eprint = {2303.08747}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-08747.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-09044, author = {Soufiane Belharbi and Shakeeb Murtaza and Marco Pedersoli and Ismail Ben Ayed and Luke McCaffrey and Eric Granger}, title = {CoLo-CAM: Class Activation Mapping for Object Co-Localization in Weakly-Labeled Unconstrained Videos}, journal = {CoRR}, volume = {abs/2303.09044}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.09044}, doi = {10.48550/ARXIV.2303.09044}, eprinttype = {arXiv}, eprint = {2303.09044}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-09044.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-00800, author = {Juan A. Rodriguez and David V{\'{a}}zquez and Issam H. Laradji and Marco Pedersoli and Pau Rodr{\'{\i}}guez}, title = {FigGen: Text to Scientific Figure Generation}, journal = {CoRR}, volume = {abs/2306.00800}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.00800}, doi = {10.48550/ARXIV.2306.00800}, eprinttype = {arXiv}, eprint = {2306.00800}, timestamp = {Wed, 14 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-00800.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2306-11982, author = {Mehraveh Javan and Matthew Toews and Marco Pedersoli}, title = {Balanced Mixture of SuperNets for Learning the {CNN} Pooling Architecture}, journal = {CoRR}, volume = {abs/2306.11982}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2306.11982}, doi = {10.48550/ARXIV.2306.11982}, eprinttype = {arXiv}, eprint = {2306.11982}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2306-11982.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-11808, author = {Saypraseuth Mounsaveng and Issam H. Laradji and David V{\'{a}}zquez and Marco Pedersoli and Ismail Ben Ayed}, title = {Automatic Data Augmentation Learning using Bilevel Optimization for Histopathological Images}, journal = {CoRR}, volume = {abs/2307.11808}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.11808}, doi = {10.48550/ARXIV.2307.11808}, eprinttype = {arXiv}, eprint = {2307.11808}, timestamp = {Tue, 01 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-11808.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2308-05032, author = {Akhil Meethal and Eric Granger and Marco Pedersoli}, title = {Density Crop-guided Semi-supervised Object Detection in Aerial Images}, journal = {CoRR}, volume = {abs/2308.05032}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2308.05032}, doi = {10.48550/ARXIV.2308.05032}, eprinttype = {arXiv}, eprint = {2308.05032}, timestamp = {Tue, 22 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2308-05032.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2309-14950, author = {Atif Belal and Akhil Meethal and Francisco Perdigon Romero and Marco Pedersoli and Eric Granger}, title = {Multi-Source Domain Adaptation for Object Detection with Prototype-based Mean-teacher}, journal = {CoRR}, volume = {abs/2309.14950}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2309.14950}, doi = {10.48550/ARXIV.2309.14950}, eprinttype = {arXiv}, eprint = {2309.14950}, timestamp = {Mon, 16 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2309-14950.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-02416, author = {Saypraseuth Mounsaveng and Florent Chiaroni and Malik Boudiaf and Marco Pedersoli and Ismail Ben Ayed}, title = {Bag of Tricks for Fully Test-Time Adaptation}, journal = {CoRR}, volume = {abs/2310.02416}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.02416}, doi = {10.48550/ARXIV.2310.02416}, eprinttype = {arXiv}, eprint = {2310.02416}, timestamp = {Thu, 19 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-02416.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-04662, author = {Heitor Rapela Medeiros and Fidel A. Guerrero{-}Pe{\~{n}}a and Masih Aminbeidokhti and Thomas Dubail and Eric Granger and Marco Pedersoli}, title = {HalluciDet: Hallucinating {RGB} Modality for Person Detection Through Privileged Information}, journal = {CoRR}, volume = {abs/2310.04662}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.04662}, doi = {10.48550/ARXIV.2310.04662}, eprinttype = {arXiv}, eprint = {2310.04662}, timestamp = {Fri, 20 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-04662.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-06196, author = {Shakeeb Murtaza and Soufiane Belharbi and Marco Pedersoli and Aydin Sarraf and Eric Granger}, title = {DiPS: Discriminative Pseudo-Label Sampling with Self-Supervised Transformers for Weakly Supervised Object Localization}, journal = {CoRR}, volume = {abs/2310.06196}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.06196}, doi = {10.48550/ARXIV.2310.06196}, eprinttype = {arXiv}, eprint = {2310.06196}, timestamp = {Tue, 24 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-06196.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-06670, author = {Masih Aminbeidokhti and Fidel A. Guerrero{-}Pe{\~{n}}a and Heitor Rapela Medeiros and Thomas Dubail and Eric Granger and Marco Pedersoli}, title = {Domain Generalization by Rejecting Extreme Augmentations}, journal = {CoRR}, volume = {abs/2310.06670}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.06670}, doi = {10.48550/ARXIV.2310.06670}, eprinttype = {arXiv}, eprint = {2310.06670}, timestamp = {Tue, 24 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-06670.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-11974, author = {David Latortue and Moetez Kdayem and Fidel A. Guerrero{-}Pe{\~{n}}a and Eric Granger and Marco Pedersoli}, title = {Evaluating Supervision Levels Trade-Offs for Infrared-Based People Counting}, journal = {CoRR}, volume = {abs/2311.11974}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.11974}, doi = {10.48550/ARXIV.2311.11974}, eprinttype = {arXiv}, eprint = {2311.11974}, timestamp = {Thu, 23 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-11974.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2312-05632, author = {Muhammad Osama Zeeshan and Muhammad Haseeb Aslam and Soufiane Belharbi and Alessandro L. Koerich and Marco Pedersoli and Simon Bacon and Eric Granger}, title = {Subject-Based Domain Adaptation for Facial Expression Recognition}, journal = {CoRR}, volume = {abs/2312.05632}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2312.05632}, doi = {10.48550/ARXIV.2312.05632}, eprinttype = {arXiv}, eprint = {2312.05632}, timestamp = {Wed, 03 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2312-05632.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2312-11556, author = {Juan A. Rodriguez and Shubham Agarwal and Issam H. Laradji and Pau Rodr{\'{\i}}guez and David V{\'{a}}zquez and Christopher Pal and Marco Pedersoli}, title = {StarVector: Generating Scalable Vector Graphics Code from Images}, journal = {CoRR}, volume = {abs/2312.11556}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2312.11556}, doi = {10.48550/ARXIV.2312.11556}, eprinttype = {arXiv}, eprint = {2312.11556}, timestamp = {Tue, 16 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2312-11556.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/Nguyen-MeidineK22, author = {Le Thanh Nguyen{-}Meidine and Madhu Kiran and Marco Pedersoli and Jose Dolz and Louis{-}Antoine Blais{-}Morin and Eric Granger}, title = {Incremental multi-target domain adaptation for object detection with efficient domain transfer}, journal = {Pattern Recognit.}, volume = {129}, pages = {108771}, year = {2022}, url = {https://doi.org/10.1016/j.patcog.2022.108771}, doi = {10.1016/J.PATCOG.2022.108771}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/Nguyen-MeidineK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/PraveenMUAZDPKB22, author = {R. Gnana Praveen and Wheidima Carneiro de Melo and Nasib Ullah and Haseeb Aslam and Osama Zeeshan and Th{\'{e}}o Denorme and Marco Pedersoli and Alessandro L. Koerich and Simon Bacon and Patrick Cardinal and Eric Granger}, title = {A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition Workshops, {CVPR} Workshops 2022, New Orleans, LA, USA, June 19-20, 2022}, pages = {2485--2494}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/CVPRW56347.2022.00278}, doi = {10.1109/CVPRW56347.2022.00278}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/PraveenMUAZDPKB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/DubailPMAGP22, author = {Thomas Dubail and Fidel Alejandro Guerrero Pe{\~{n}}a and Heitor Rapela Medeiros and Masih Aminbeidokhti and Eric Granger and Marco Pedersoli}, editor = {Leonid Karlinsky and Tomer Michaeli and Ko Nishino}, title = {Privacy-Preserving Person Detection Using Low-Resolution Infrared Cameras}, booktitle = {Computer Vision - {ECCV} 2022 Workshops - Tel Aviv, Israel, October 23-27, 2022, Proceedings, Part {V}}, series = {Lecture Notes in Computer Science}, volume = {13805}, pages = {689--702}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-25072-9\_46}, doi = {10.1007/978-3-031-25072-9\_46}, timestamp = {Sat, 25 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/eccv/DubailPMAGP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/MeethalPZRG22, author = {Akhil Meethal and Marco Pedersoli and Zhongwen Zhu and Francisco Perdigon Romero and Eric Granger}, title = {Semi-Weakly Supervised Object Detection by Sampling Pseudo Ground-Truth Boxes}, booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua, Italy, July 18-23, 2022}, pages = {1--8}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/IJCNN55064.2022.9891933}, doi = {10.1109/IJCNN55064.2022.9891933}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/MeethalPZRG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/BelharbiPAMG22, author = {Soufiane Belharbi and Marco Pedersoli and Ismail Ben Ayed and Luke McCaffrey and Eric Granger}, editor = {Ender Konukoglu and Bjoern H. Menze and Archana Venkataraman and Christian F. Baumgartner and Qi Dou and Shadi Albarqouni}, title = {Negative Evidence Matters in Interpretable Histology Image Classification}, booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL} 2022, 6-8 July 2022, Zurich, Switzerland}, series = {Proceedings of Machine Learning Research}, volume = {172}, pages = {103--129}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v172/belharbi22a.html}, timestamp = {Tue, 06 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/midl/BelharbiPAMG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/BelharbiSPAMG22, author = {Soufiane Belharbi and Aydin Sarraf and Marco Pedersoli and Ismail Ben Ayed and Luke McCaffrey and Eric Granger}, title = {{F-CAM:} Full Resolution Class Activation Maps via Guided Parametric Upscaling}, booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV} 2022, Waikoloa, HI, USA, January 3-8, 2022}, pages = {3727--3736}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/WACV51458.2022.00378}, doi = {10.1109/WACV51458.2022.00378}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wacv/BelharbiSPAMG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2201-02445, author = {Soufiane Belharbi and Marco Pedersoli and Ismail Ben Ayed and Luke McCaffrey and Eric Granger}, title = {Negative Evidence Matters in Interpretable Histology Image Classification}, journal = {CoRR}, volume = {abs/2201.02445}, year = {2022}, url = {https://arxiv.org/abs/2201.02445}, eprinttype = {arXiv}, eprint = {2201.02445}, timestamp = {Mon, 10 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2201-02445.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-02371, author = {Jizong Peng and Ping Wang and Marco Pedersoli and Christian Desrosiers}, title = {Boundary-aware Information Maximization for Self-supervised Medical Image Segmentation}, journal = {CoRR}, volume = {abs/2202.02371}, year = {2022}, url = {https://arxiv.org/abs/2202.02371}, eprinttype = {arXiv}, eprint = {2202.02371}, timestamp = {Fri, 11 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-02371.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-14779, author = {Gnana Praveen Rajasekhar and Wheidima Carneiro de Melo and Nasib Ullah and Haseeb Aslam and Osama Zeeshan and Th{\'{e}}o Denorme and Marco Pedersoli and Alessandro L. Koerich and Patrick Cardinal and Eric Granger}, title = {A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition}, journal = {CoRR}, volume = {abs/2203.14779}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.14779}, doi = {10.48550/ARXIV.2203.14779}, eprinttype = {arXiv}, eprint = {2203.14779}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-14779.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2204-00147, author = {Akhil Meethal and Marco Pedersoli and Zhongwen Zhu and Francisco Perdigon Romero and Eric Granger}, title = {Semi-Weakly Supervised Object Detection by Sampling Pseudo Ground-Truth Boxes}, journal = {CoRR}, volume = {abs/2204.00147}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2204.00147}, doi = {10.48550/ARXIV.2204.00147}, eprinttype = {arXiv}, eprint = {2204.00147}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2204-00147.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-09195, author = {Shakeeb Murtaza and Soufiane Belharbi and Marco Pedersoli and Aydin Sarraf and Eric Granger}, title = {Constrained Sampling for Class-Agnostic Weakly Supervised Object Localization}, journal = {CoRR}, volume = {abs/2209.09195}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.09195}, doi = {10.48550/ARXIV.2209.09195}, eprinttype = {arXiv}, eprint = {2209.09195}, timestamp = {Wed, 28 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-09195.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-09209, author = {Shakeeb Murtaza and Soufiane Belharbi and Marco Pedersoli and Aydin Sarraf and Eric Granger}, title = {Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization}, journal = {CoRR}, volume = {abs/2209.09209}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.09209}, doi = {10.48550/ARXIV.2209.09209}, eprinttype = {arXiv}, eprint = {2209.09209}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-09209.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-11335, author = {Thomas Dubail and Fidel Alejandro Guerrero Pe{\~{n}}a and Heitor Rapela Medeiros and Masih Aminbeidokhti and Eric Granger and Marco Pedersoli}, title = {Privacy-Preserving Person Detection Using Low-Resolution Infrared Cameras}, journal = {CoRR}, volume = {abs/2209.11335}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.11335}, doi = {10.48550/ARXIV.2209.11335}, eprinttype = {arXiv}, eprint = {2209.11335}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-11335.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-11248, author = {Juan A. Rodriguez and David V{\'{a}}zquez and Issam H. Laradji and Marco Pedersoli and Pau Rodr{\'{\i}}guez}, title = {{OCR-VQGAN:} Taming Text-within-Image Generation}, journal = {CoRR}, volume = {abs/2210.11248}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.11248}, doi = {10.48550/ARXIV.2210.11248}, eprinttype = {arXiv}, eprint = {2210.11248}, timestamp = {Wed, 26 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-11248.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-03626, author = {Djebril Mekhazni and Maximilien Dufau and Christian Desrosiers and Marco Pedersoli and Eric Granger}, title = {Camera Alignment and Weighted Contrastive Learning for Domain Adaptation in Video Person ReID}, journal = {CoRR}, volume = {abs/2211.03626}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.03626}, doi = {10.48550/ARXIV.2211.03626}, eprinttype = {arXiv}, eprint = {2211.03626}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-03626.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2212-12042, author = {Fidel A. Guerrero{-}Pe{\~{n}}a and Heitor Rapela Medeiros and Thomas Dubail and Masih Aminbeidokhti and Eric Granger and Marco Pedersoli}, title = {Re-basin via implicit Sinkhorn differentiation}, journal = {CoRR}, volume = {abs/2212.12042}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2212.12042}, doi = {10.48550/ARXIV.2212.12042}, eprinttype = {arXiv}, eprint = {2212.12042}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2212-12042.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mia/WangPPZZD21, author = {Ping Wang and Jizong Peng and Marco Pedersoli and Yuanfeng Zhou and Caiming Zhang and Christian Desrosiers}, title = {Self-paced and self-consistent co-training for semi-supervised image segmentation}, journal = {Medical Image Anal.}, volume = {73}, pages = {102146}, year = {2021}, url = {https://doi.org/10.1016/j.media.2021.102146}, doi = {10.1016/J.MEDIA.2021.102146}, timestamp = {Mon, 04 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mia/WangPPZZD21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/JabiPMA21, author = {Mohammed Jabi and Marco Pedersoli and Amar Mitiche and Ismail Ben Ayed}, title = {Deep Clustering: On the Link Between Discriminative Models and K-Means}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {43}, number = {6}, pages = {1887--1896}, year = {2021}, url = {https://doi.org/10.1109/TPAMI.2019.2962683}, doi = {10.1109/TPAMI.2019.2962683}, timestamp = {Tue, 01 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/JabiPMA21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/RonyGPA21, author = {J{\'{e}}r{\^{o}}me Rony and Eric Granger and Marco Pedersoli and Ismail Ben Ayed}, title = {Augmented Lagrangian Adversarial Attacks}, booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV} 2021, Montreal, QC, Canada, October 10-17, 2021}, pages = {7718--7727}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICCV48922.2021.00764}, doi = {10.1109/ICCV48922.2021.00764}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iccv/RonyGPA21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/WangPPZZD21, author = {Ping Wang and Jizong Peng and Marco Pedersoli and Yuanfeng Zhou and Caiming Zhang and Christian Desrosiers}, editor = {Marleen de Bruijne and Philippe C. Cattin and St{\'{e}}phane Cotin and Nicolas Padoy and Stefanie Speidel and Yefeng Zheng and Caroline Essert}, title = {Context-Aware Virtual Adversarial Training for Anatomically-Plausible Segmentation}, booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI} 2021 - 24th International Conference, Strasbourg, France, September 27 - October 1, 2021, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {12901}, pages = {304--314}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-87193-2\_29}, doi = {10.1007/978-3-030-87193-2\_29}, timestamp = {Tue, 21 Dec 2021 17:19:23 +0100}, biburl = {https://dblp.org/rec/conf/miccai/WangPPZZD21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/PengWDP21, author = {Jizong Peng and Ping Wang and Christian Desrosiers and Marco Pedersoli}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {16686--16699}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/8b5c8441a8ff8e151b191c53c1842a38-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/PengWDP21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/MounsavengLA0P21, author = {Saypraseuth Mounsaveng and Issam H. Laradji and Ismail Ben Ayed and David V{\'{a}}zquez and Marco Pedersoli}, title = {Learning Data Augmentation with Online Bilevel Optimization for Image Classification}, booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV} 2021, Waikoloa, HI, USA, January 3-8, 2021}, pages = {1690--1699}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/WACV48630.2021.00173}, doi = {10.1109/WACV48630.2021.00173}, timestamp = {Fri, 18 Jun 2021 10:51:54 +0200}, biburl = {https://dblp.org/rec/conf/wacv/MounsavengLA0P21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/AzadFKAPD21, author = {Reza Azad and Abdur R. Fayjie and Claude Kauffmann and Ismail Ben Ayed and Marco Pedersoli and Jose Dolz}, title = {On the Texture Bias for Few-Shot {CNN} Segmentation}, booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV} 2021, Waikoloa, HI, USA, January 3-8, 2021}, pages = {2673--2682}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/WACV48630.2021.00272}, doi = {10.1109/WACV48630.2021.00272}, timestamp = {Fri, 18 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wacv/AzadFKAPD21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/AyralPBG21, author = {Th{\'{e}}o Ayral and Marco Pedersoli and Simon Bacon and Eric Granger}, title = {Temporal Stochastic Softmax for 3D CNNs: An Application in Facial Expression Recognition}, booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV} 2021, Waikoloa, HI, USA, January 3-8, 2021}, pages = {3028--3037}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/WACV48630.2021.00307}, doi = {10.1109/WACV48630.2021.00307}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wacv/AyralPBG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-04813, author = {Jizong Peng and Marco Pedersoli and Christian Desrosiers}, title = {Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization}, journal = {CoRR}, volume = {abs/2103.04813}, year = {2021}, url = {https://arxiv.org/abs/2103.04813}, eprinttype = {arXiv}, eprint = {2103.04813}, timestamp = {Mon, 15 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-04813.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-06476, author = {Le Thanh Nguyen{-}Meidine and Madhu Kiran and Marco Pedersoli and Jose Dolz and Louis{-}Antoine Blais{-}Morin and Eric Granger}, title = {Incremental Multi-Target Domain Adaptation for Object Detection with Efficient Domain Transfer}, journal = {CoRR}, volume = {abs/2104.06476}, year = {2021}, url = {https://arxiv.org/abs/2104.06476}, eprinttype = {arXiv}, eprint = {2104.06476}, timestamp = {Mon, 19 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-06476.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-05532, author = {Ping Wang and Jizong Peng and Marco Pedersoli and Yuanfeng Zhou and Caiming Zhang and Christian Desrosiers}, title = {Context-aware virtual adversarial training for anatomically-plausible segmentation}, journal = {CoRR}, volume = {abs/2107.05532}, year = {2021}, url = {https://arxiv.org/abs/2107.05532}, eprinttype = {arXiv}, eprint = {2107.05532}, timestamp = {Fri, 24 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-05532.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-13741, author = {Jizong Peng and Ping Wang and Christian Desrosiers and Marco Pedersoli}, title = {Self-Paced Contrastive Learning for Semi-supervisedMedical Image Segmentation with Meta-labels}, journal = {CoRR}, volume = {abs/2107.13741}, year = {2021}, url = {https://arxiv.org/abs/2107.13741}, eprinttype = {arXiv}, eprint = {2107.13741}, timestamp = {Fri, 24 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-13741.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-07069, author = {Soufiane Belharbi and Aydin Sarraf and Marco Pedersoli and Ismail Ben Ayed and Luke McCaffrey and Eric Granger}, title = {{F-CAM:} Full Resolution {CAM} via Guided Parametric Upscaling}, journal = {CoRR}, volume = {abs/2109.07069}, year = {2021}, url = {https://arxiv.org/abs/2109.07069}, eprinttype = {arXiv}, eprint = {2109.07069}, timestamp = {Wed, 22 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-07069.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-08651, author = {Jizong Peng and Christian Desrosiers and Marco Pedersoli}, title = {Diversified Multi-prototype Representation for Semi-supervised Segmentation}, journal = {CoRR}, volume = {abs/2111.08651}, year = {2021}, url = {https://arxiv.org/abs/2111.08651}, eprinttype = {arXiv}, eprint = {2111.08651}, timestamp = {Mon, 22 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-08651.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/PengKDAPD20, author = {Jizong Peng and Hoel Kervadec and Jose Dolz and Ismail Ben Ayed and Marco Pedersoli and Christian Desrosiers}, title = {Discretely-constrained deep network for weakly supervised segmentation}, journal = {Neural Networks}, volume = {130}, pages = {297--308}, year = {2020}, url = {https://doi.org/10.1016/j.neunet.2020.07.011}, doi = {10.1016/J.NEUNET.2020.07.011}, timestamp = {Fri, 25 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nn/PengKDAPD20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/PengEPD20, author = {Jizong Peng and Guillermo Estrada and Marco Pedersoli and Christian Desrosiers}, title = {Deep co-training for semi-supervised image segmentation}, journal = {Pattern Recognit.}, volume = {107}, pages = {107269}, year = {2020}, url = {https://doi.org/10.1016/j.patcog.2020.107269}, doi = {10.1016/J.PATCOG.2020.107269}, timestamp = {Wed, 26 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/PengEPD20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/BoudiafRZGPPA20, author = {Malik Boudiaf and J{\'{e}}r{\^{o}}me Rony and Imtiaz Masud Ziko and Eric Granger and Marco Pedersoli and Pablo Piantanida and Ismail Ben Ayed}, editor = {Andrea Vedaldi and Horst Bischof and Thomas Brox and Jan{-}Michael Frahm}, title = {A Unifying Mutual Information View of Metric Learning: Cross-Entropy vs. Pairwise Losses}, booktitle = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow, UK, August 23-28, 2020, Proceedings, Part {VI}}, series = {Lecture Notes in Computer Science}, volume = {12351}, pages = {548--564}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-58539-6\_33}, doi = {10.1007/978-3-030-58539-6\_33}, timestamp = {Wed, 07 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/BoudiafRZGPPA20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/SaadatiPCO20, author = {Mirmohammad Saadati and Marco Pedersoli and Patrick Cardinal and Peter Oliver}, editor = {Alberto Del Bimbo and Rita Cucchiara and Stan Sclaroff and Giovanni Maria Farinella and Tao Mei and Marco Bertini and Hugo Jair Escalante and Roberto Vezzani}, title = {{RADARSAT-2} Synthetic-Aperture Radar Land Cover Segmentation Using Deep Convolutional Neural Networks}, booktitle = {Pattern Recognition. {ICPR} International Workshops and Challenges - Virtual Event, January 10-15, 2021, Proceedings, Part {VIII}}, series = {Lecture Notes in Computer Science}, volume = {12668}, pages = {106--117}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-68793-9\_8}, doi = {10.1007/978-3-030-68793-9\_8}, timestamp = {Tue, 11 Apr 2023 17:29:51 +0200}, biburl = {https://dblp.org/rec/conf/icpr/SaadatiPCO20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/Nguyen-MeidineG20, author = {Le Thanh Nguyen{-}Meidine and Eric Granger and Madhu Kiran and Marco Pedersoli and Louis{-}Antoine Blais{-}Morin}, title = {Progressive Gradient Pruning for Classification, Detection and Domain Adaptation}, booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020, Virtual Event / Milan, Italy, January 10-15, 2021}, pages = {2795--2802}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ICPR48806.2021.9412452}, doi = {10.1109/ICPR48806.2021.9412452}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icpr/Nguyen-MeidineG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/MeethalPBG20, author = {Akhil Meethal and Marco Pedersoli and Soufiane Belharbi and Eric Granger}, title = {Convolutional {STN} for Weakly Supervised Object Localization}, booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020, Virtual Event / Milan, Italy, January 10-15, 2021}, pages = {10157--10164}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ICPR48806.2021.9412029}, doi = {10.1109/ICPR48806.2021.9412029}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icpr/MeethalPBG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/midl/PengPD20, author = {Jizong Peng and Marco Pedersoli and Christian Desrosiers}, editor = {Tal Arbel and Ismail Ben Ayed and Marleen de Bruijne and Maxime Descoteaux and Herv{\'{e}} Lombaert and Christopher Pal}, title = {Mutual information deep regularization for semi-supervised segmentation}, booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL} 2020, 6-8 July 2020, Montr{\'{e}}al, QC, Canada}, series = {Proceedings of Machine Learning Research}, volume = {121}, pages = {601--613}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v121/peng20b.html}, timestamp = {Fri, 27 Nov 2020 12:58:38 +0100}, biburl = {https://dblp.org/rec/conf/midl/PengPD20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-04052, author = {Reza Azad and Abdur R. Fayjie and Claude Kauffmann and Ismail Ben Ayed and Marco Pedersoli and Jose Dolz}, title = {On the Texture Bias for Few-Shot {CNN} Segmentation}, journal = {CoRR}, volume = {abs/2003.04052}, year = {2020}, url = {https://arxiv.org/abs/2003.04052}, eprinttype = {arXiv}, eprint = {2003.04052}, timestamp = {Fri, 18 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-04052.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-08462, author = {Abdur R. Fayjie and Reza Azad and Marco Pedersoli and Claude Kauffmann and Ismail Ben Ayed and Jose Dolz}, title = {Semi-supervised few-shot learning for medical image segmentation}, journal = {CoRR}, volume = {abs/2003.08462}, year = {2020}, url = {https://arxiv.org/abs/2003.08462}, eprinttype = {arXiv}, eprint = {2003.08462}, timestamp = {Fri, 18 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-08462.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-08983, author = {Malik Boudiaf and J{\'{e}}r{\^{o}}me Rony and Imtiaz Masud Ziko and Eric Granger and Marco Pedersoli and Pablo Piantanida and Ismail Ben Ayed}, title = {Metric learning: cross-entropy vs. pairwise losses}, journal = {CoRR}, volume = {abs/2003.08983}, year = {2020}, url = {https://arxiv.org/abs/2003.08983}, eprinttype = {arXiv}, eprint = {2003.08983}, timestamp = {Tue, 24 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-08983.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-14699, author = {Saypraseuth Mounsaveng and Issam H. Laradji and Ismail Ben Ayed and David V{\'{a}}zquez and Marco Pedersoli}, title = {Learning Data Augmentation with Online Bilevel Optimization for Image Classification}, journal = {CoRR}, volume = {abs/2006.14699}, year = {2020}, url = {https://arxiv.org/abs/2006.14699}, eprinttype = {arXiv}, eprint = {2006.14699}, timestamp = {Fri, 14 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-14699.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-00325, author = {Ping Wang and Jizong Peng and Marco Pedersoli and Yuanfeng Zhou and Caiming Zhang and Christian Desrosiers}, title = {Self-paced and self-consistent co-training for semi-supervised image segmentation}, journal = {CoRR}, volume = {abs/2011.00325}, year = {2020}, url = {https://arxiv.org/abs/2011.00325}, eprinttype = {arXiv}, eprint = {2011.00325}, timestamp = {Tue, 09 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-00325.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-05227, author = {Th{\'{e}}o Ayral and Marco Pedersoli and Simon Bacon and Eric Granger}, title = {Temporal Stochastic Softmax for 3D CNNs: An Application in Facial Expression Recognition}, journal = {CoRR}, volume = {abs/2011.05227}, year = {2020}, url = {https://arxiv.org/abs/2011.05227}, eprinttype = {arXiv}, eprint = {2011.05227}, timestamp = {Thu, 12 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-05227.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-11857, author = {J{\'{e}}r{\^{o}}me Rony and Eric Granger and Marco Pedersoli and Ismail Ben Ayed}, title = {Augmented Lagrangian Adversarial Attacks}, journal = {CoRR}, volume = {abs/2011.11857}, year = {2020}, url = {https://arxiv.org/abs/2011.11857}, eprinttype = {arXiv}, eprint = {2011.11857}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-11857.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/AbuelwafaPC19, author = {Sherif Abuelwafa and Marco Pedersoli and Mohamed Cheriet}, title = {Unsupervised Exemplar-Based Learning for Improved Document Image Classification}, journal = {{IEEE} Access}, volume = {7}, pages = {133738--133748}, year = {2019}, url = {https://doi.org/10.1109/ACCESS.2019.2940884}, doi = {10.1109/ACCESS.2019.2940884}, timestamp = {Thu, 07 Nov 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/access/AbuelwafaPC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iciar/AminbeidokhtiPC19, author = {Masih Aminbeidokhti and Marco Pedersoli and Patrick Cardinal and Eric Granger}, editor = {Fakhri Karray and Aur{\'{e}}lio Campilho and Alfred C. H. Yu}, title = {Emotion Recognition with Spatial Attention and Temporal Softmax Pooling}, booktitle = {Image Analysis and Recognition - 16th International Conference, {ICIAR} 2019, Waterloo, ON, Canada, August 27-29, 2019, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {11662}, pages = {323--331}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-27202-9\_29}, doi = {10.1007/978-3-030-27202-9\_29}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iciar/AminbeidokhtiPC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-11233, author = {Jizong Peng and Guillermo Estrada and Marco Pedersoli and Christian Desrosiers}, title = {Deep Co-Training for Semi-Supervised Image Segmentation}, journal = {CoRR}, volume = {abs/1903.11233}, year = {2019}, url = {http://arxiv.org/abs/1903.11233}, eprinttype = {arXiv}, eprint = {1903.11233}, timestamp = {Thu, 13 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-11233.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1907-03196, author = {Juan D. S. Ortega and Mohammed Senoussaoui and Eric Granger and Marco Pedersoli and Patrick Cardinal and Alessandro L. Koerich}, title = {Multimodal Fusion with Deep Neural Networks for Audio-Video Emotion Recognition}, journal = {CoRR}, volume = {abs/1907.03196}, year = {2019}, url = {http://arxiv.org/abs/1907.03196}, eprinttype = {arXiv}, eprint = {1907.03196}, timestamp = {Wed, 17 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-03196.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1908-05770, author = {Jizong Peng and Hoel Kervadec and Jose Dolz and Ismail Ben Ayed and Marco Pedersoli and Christian Desrosiers}, title = {Discretely-constrained deep network for weakly supervised segmentation}, journal = {CoRR}, volume = {abs/1908.05770}, year = {2019}, url = {http://arxiv.org/abs/1908.05770}, eprinttype = {arXiv}, eprint = {1908.05770}, timestamp = {Mon, 19 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1908-05770.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-09801, author = {Saypraseuth Mounsaveng and David V{\'{a}}zquez and Ismail Ben Ayed and Marco Pedersoli}, title = {Adversarial Learning of General Transformations for Data Augmentation}, journal = {CoRR}, volume = {abs/1909.09801}, year = {2019}, url = {http://arxiv.org/abs/1909.09801}, eprinttype = {arXiv}, eprint = {1909.09801}, timestamp = {Fri, 14 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-09801.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-01254, author = {Masih Aminbeidokhti and Marco Pedersoli and Patrick Cardinal and Eric Granger}, title = {Emotion Recognition with Spatial Attention and Temporal Softmax Pooling}, journal = {CoRR}, volume = {abs/1910.01254}, year = {2019}, url = {http://arxiv.org/abs/1910.01254}, eprinttype = {arXiv}, eprint = {1910.01254}, timestamp = {Fri, 04 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-01254.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-01665, author = {Jizong Peng and Christian Desrosiers and Marco Pedersoli}, title = {Information based Deep Clustering: An experimental study}, journal = {CoRR}, volume = {abs/1910.01665}, year = {2019}, url = {http://arxiv.org/abs/1910.01665}, eprinttype = {arXiv}, eprint = {1910.01665}, timestamp = {Wed, 09 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-01665.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1911-04477, author = {Xianda Xu and Marco Pedersoli}, title = {A Computing Kernel for Network Binarization on PyTorch}, journal = {CoRR}, volume = {abs/1911.04477}, year = {2019}, url = {http://arxiv.org/abs/1911.04477}, eprinttype = {arXiv}, eprint = {1911.04477}, timestamp = {Mon, 02 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1911-04477.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-01522, author = {Akhil Meethal and Marco Pedersoli and Soufiane Belharbi and Eric Granger}, title = {Convolutional {STN} for Weakly Supervised Object Localization and Beyond}, journal = {CoRR}, volume = {abs/1912.01522}, year = {2019}, url = {http://arxiv.org/abs/1912.01522}, eprinttype = {arXiv}, eprint = {1912.01522}, timestamp = {Thu, 02 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-01522.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmi/GuptaACDP18, author = {Aarush Gupta and Dakshit Agrawal and Hardik Chauhan and Jose Dolz and Marco Pedersoli}, editor = {Sidney K. D'Mello and Panayiotis G. Georgiou and Stefan Scherer and Emily Mower Provost and Mohammad Soleymani and Marcelo Worsley}, title = {An Attention Model for Group-Level Emotion Recognition}, booktitle = {Proceedings of the 2018 on International Conference on Multimodal Interaction, {ICMI} 2018, Boulder, CO, USA, October 16-20, 2018}, pages = {611--615}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3242969.3264985}, doi = {10.1145/3242969.3264985}, timestamp = {Tue, 15 Oct 2019 08:40:00 +0200}, biburl = {https://dblp.org/rec/conf/icmi/GuptaACDP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1807-03380, author = {Aarush Gupta and Dakshit Agrawal and Hardik Chauhan and Jose Dolz and Marco Pedersoli}, title = {An Attention Model for group-level emotion recognition}, journal = {CoRR}, volume = {abs/1807.03380}, year = {2018}, url = {http://arxiv.org/abs/1807.03380}, eprinttype = {arXiv}, eprint = {1807.03380}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1807-03380.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-04246, author = {Mohammed Jabi and Marco Pedersoli and Amar Mitiche and Ismail Ben Ayed}, title = {Deep clustering: On the link between discriminative models and K-means}, journal = {CoRR}, volume = {abs/1810.04246}, year = {2018}, url = {http://arxiv.org/abs/1810.04246}, eprinttype = {arXiv}, eprint = {1810.04246}, timestamp = {Tue, 30 Oct 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-04246.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/GhodratiDPTG17, author = {Amir Ghodrati and Ali Diba and Marco Pedersoli and Tinne Tuytelaars and Luc Van Gool}, title = {DeepProposals: Hunting Objects and Actions by Cascading Deep Convolutional Layers}, journal = {Int. J. Comput. Vis.}, volume = {124}, number = {2}, pages = {115--131}, year = {2017}, url = {https://doi.org/10.1007/s11263-017-1006-x}, doi = {10.1007/S11263-017-1006-X}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijcv/GhodratiDPTG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/PedersoliLSV17, author = {Marco Pedersoli and Thomas Lucas and Cordelia Schmid and Jakob Verbeek}, title = {Areas of Attention for Image Captioning}, booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice, Italy, October 22-29, 2017}, pages = {1251--1259}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/ICCV.2017.140}, doi = {10.1109/ICCV.2017.140}, timestamp = {Tue, 08 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iccv/PedersoliLSV17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1712-00003, author = {Ahmad Chaddad and Behnaz Naisiri and Marco Pedersoli and Eric Granger and Christian Desrosiers and Matthew Toews}, title = {Modeling Information Flow Through Deep Neural Networks}, journal = {CoRR}, volume = {abs/1712.00003}, year = {2017}, url = {http://arxiv.org/abs/1712.00003}, eprinttype = {arXiv}, eprint = {1712.00003}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1712-00003.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bmvc/JiaGPT16, author = {Xu Jia and Amir Ghodrati and Marco Pedersoli and Tinne Tuytelaars}, editor = {Richard C. Wilson and Edwin R. Hancock and William A. P. Smith}, title = {Towards Automatic Image Editing: Learning to See another You}, booktitle = {Proceedings of the British Machine Vision Conference 2016, {BMVC} 2016, York, UK, September 19-22, 2016}, publisher = {{BMVA} Press}, year = {2016}, url = {http://www.bmva.org/bmvc/2016/papers/paper101/index.html}, timestamp = {Wed, 03 Feb 2021 08:36:18 +0100}, biburl = {https://dblp.org/rec/conf/bmvc/JiaGPT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GhodratiDPTG16, author = {Amir Ghodrati and Ali Diba and Marco Pedersoli and Tinne Tuytelaars and Luc Van Gool}, title = {DeepProposals: Hunting Objects and Actions by Cascading Deep Convolutional Layers}, journal = {CoRR}, volume = {abs/1606.04702}, year = {2016}, url = {http://arxiv.org/abs/1606.04702}, eprinttype = {arXiv}, eprint = {1606.04702}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GhodratiDPTG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/PedersoliLSV16, author = {Marco Pedersoli and Thomas Lucas and Cordelia Schmid and Jakob Verbeek}, title = {Areas of Attention for Image Captioning}, journal = {CoRR}, volume = {abs/1612.01033}, year = {2016}, url = {http://arxiv.org/abs/1612.01033}, eprinttype = {arXiv}, eprint = {1612.01033}, timestamp = {Tue, 08 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/PedersoliLSV16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cviu/GonfausPGVR15, author = {Josep M. Gonfaus and Marco Pedersoli and Jordi Gonz{\`{a}}lez and Andrea Vedaldi and F. Xavier Roca}, title = {Factorized appearances for object detection}, journal = {Comput. Vis. Image Underst.}, volume = {138}, pages = {92--101}, year = {2015}, url = {https://doi.org/10.1016/j.cviu.2015.04.008}, doi = {10.1016/J.CVIU.2015.04.008}, timestamp = {Fri, 21 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cviu/GonfausPGVR15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/PedersoliTTG15, author = {Marco Pedersoli and Radu Timofte and Tinne Tuytelaars and Luc Van Gool}, title = {An Elastic Deformation Field Model for Object Detection and Tracking}, journal = {Int. J. Comput. Vis.}, volume = {111}, number = {2}, pages = {137--152}, year = {2015}, url = {https://doi.org/10.1007/s11263-014-0736-2}, doi = {10.1007/S11263-014-0736-2}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijcv/PedersoliTTG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/HuertaPGS15, author = {Iv{\'{a}}n Huerta and Marco Pedersoli and Jordi Gonz{\`{a}}lez and Alberto Sanfeliu}, title = {Combining where and what in change detection for unsupervised foreground learning in surveillance}, journal = {Pattern Recognit.}, volume = {48}, number = {3}, pages = {709--719}, year = {2015}, url = {https://doi.org/10.1016/j.patcog.2014.09.023}, doi = {10.1016/J.PATCOG.2014.09.023}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/HuertaPGS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/PedersoliVGR15, author = {Marco Pedersoli and Andrea Vedaldi and Jordi Gonz{\`{a}}lez and F. Xavier Roca}, title = {A coarse-to-fine approach for fast deformable object detection}, journal = {Pattern Recognit.}, volume = {48}, number = {5}, pages = {1844--1853}, year = {2015}, url = {https://doi.org/10.1016/j.patcog.2014.11.006}, doi = {10.1016/J.PATCOG.2014.11.006}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/PedersoliVGR15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/BilenPT15, author = {Hakan Bilen and Marco Pedersoli and Tinne Tuytelaars}, title = {Weakly supervised object detection with convex clustering}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2015, Boston, MA, USA, June 7-12, 2015}, pages = {1081--1089}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/CVPR.2015.7298711}, doi = {10.1109/CVPR.2015.7298711}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/BilenPT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/PedersoliT15, author = {Marco Pedersoli and Tinne Tuytelaars}, title = {Learning Where to Position Parts in 3D}, booktitle = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015, Santiago, Chile, December 7-13, 2015}, pages = {136--144}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/ICCV.2015.24}, doi = {10.1109/ICCV.2015.24}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/PedersoliT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/GhodratiDPTG15, author = {Amir Ghodrati and Ali Diba and Marco Pedersoli and Tinne Tuytelaars and Luc Van Gool}, title = {DeepProposal: Hunting Objects by Cascading Deep Convolutional Layers}, booktitle = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015, Santiago, Chile, December 7-13, 2015}, pages = {2578--2586}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/ICCV.2015.296}, doi = {10.1109/ICCV.2015.296}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/GhodratiDPTG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mir/GhodratiJPT15, author = {Amir Ghodrati and Xu Jia and Marco Pedersoli and Tinne Tuytelaars}, editor = {Alexander G. Hauptmann and Chong{-}Wah Ngo and Xiangyang Xue and Yu{-}Gang Jiang and Cees Snoek and Nuno Vasconcelos}, title = {Swap Retrieval: Retrieving Images of Cats When the Query Shows a Dog}, booktitle = {Proceedings of the 5th {ACM} on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015}, pages = {395--402}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.1145/2671188.2749373}, doi = {10.1145/2671188.2749373}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mir/GhodratiJPT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GhodratiDPTG15, author = {Amir Ghodrati and Ali Diba and Marco Pedersoli and Tinne Tuytelaars and Luc Van Gool}, title = {DeepProposal: Hunting Objects by Cascading Deep Convolutional Layers}, journal = {CoRR}, volume = {abs/1510.04445}, year = {2015}, url = {http://arxiv.org/abs/1510.04445}, eprinttype = {arXiv}, eprint = {1510.04445}, timestamp = {Mon, 22 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GhodratiDPTG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GhodratiJPT15, author = {Amir Ghodrati and Xu Jia and Marco Pedersoli and Tinne Tuytelaars}, title = {Towards Automatic Image Editing: Learning to See another You}, journal = {CoRR}, volume = {abs/1511.08446}, year = {2015}, url = {http://arxiv.org/abs/1511.08446}, eprinttype = {arXiv}, eprint = {1511.08446}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GhodratiJPT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tits/PedersoliGHR14, author = {Marco Pedersoli and Jordi Gonz{\`{a}}lez and Xu Hu and F. Xavier Roca}, title = {Toward Real-Time Pedestrian Detection Based on a Deformable Template Model}, journal = {{IEEE} Trans. Intell. Transp. Syst.}, volume = {15}, number = {1}, pages = {355--364}, year = {2014}, url = {https://doi.org/10.1109/TITS.2013.2281207}, doi = {10.1109/TITS.2013.2281207}, timestamp = {Tue, 24 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tits/PedersoliGHR14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/3dim/PedersoliT14, author = {Marco Pedersoli and Tinne Tuytelaars}, title = {A Scalable 3D {HOG} Model for Fast Object Detection and Viewpoint Estimation}, booktitle = {2nd International Conference on 3D Vision, 3DV 2014, Tokyo, Japan, December 8-11, 2014, Volume 1}, pages = {163--170}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/3DV.2014.82}, doi = {10.1109/3DV.2014.82}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/3dim/PedersoliT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bmvc/BilenPT14, author = {Hakan Bilen and Marco Pedersoli and Tinne Tuytelaars}, editor = {Michel Fran{\c{c}}ois Valstar and Andrew P. French and Tony P. Pridmore}, title = {Weakly Supervised Detection with Posterior Regularization}, booktitle = {British Machine Vision Conference, {BMVC} 2014, Nottingham, UK, September 1-5, 2014}, publisher = {{BMVA} Press}, year = {2014}, url = {http://www.bmva.org/bmvc/2014/papers/paper024/index.html}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bmvc/BilenPT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bmvc/GhodratiPT14, author = {Amir Ghodrati and Marco Pedersoli and Tinne Tuytelaars}, editor = {Michel Fran{\c{c}}ois Valstar and Andrew P. French and Tony P. Pridmore}, title = {Is 2D Information Enough For Viewpoint Estimation?}, booktitle = {British Machine Vision Conference, {BMVC} 2014, Nottingham, UK, September 1-5, 2014}, publisher = {{BMVA} Press}, year = {2014}, url = {http://www.bmva.org/bmvc/2014/papers/paper048/index.html}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bmvc/GhodratiPT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/BilenPNTG14, author = {Hakan Bilen and Marco Pedersoli and Vinay P. Namboodiri and Tinne Tuytelaars and Luc Van Gool}, title = {Object Classification with Adaptable Regions}, booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014}, pages = {3662--3669}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/CVPR.2014.468}, doi = {10.1109/CVPR.2014.468}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/BilenPNTG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/PedersoliTTG14, author = {Marco Pedersoli and Radu Timofte and Tinne Tuytelaars and Luc Van Gool}, title = {Using a Deformation Field Model for Localizing Faces and Facial Points under Weak Supervision}, booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014}, pages = {3694--3701}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/CVPR.2014.472}, doi = {10.1109/CVPR.2014.472}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/PedersoliTTG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/MathiasBPG14, author = {Markus Mathias and Rodrigo Benenson and Marco Pedersoli and Luc Van Gool}, editor = {David J. Fleet and Tom{\'{a}}s Pajdla and Bernt Schiele and Tinne Tuytelaars}, title = {Face Detection without Bells and Whistles}, booktitle = {Computer Vision - {ECCV} 2014 - 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part {IV}}, series = {Lecture Notes in Computer Science}, volume = {8692}, pages = {720--735}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-10593-2\_47}, doi = {10.1007/978-3-319-10593-2\_47}, timestamp = {Sat, 30 Sep 2023 09:39:19 +0200}, biburl = {https://dblp.org/rec/conf/eccv/MathiasBPG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wacv/GhodratiPT14, author = {Amir Ghodrati and Marco Pedersoli and Tinne Tuytelaars}, title = {Coupling video segmentation and action recognition}, booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, Steamboat Springs, CO, USA, March 24-26, 2014}, pages = {618--625}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/WACV.2014.6836045}, doi = {10.1109/WACV.2014.6836045}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wacv/GhodratiPT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/isrl/CastelloGABFGCPBR13, author = {Marc Castell{\'{o}} and Jordi Gonz{\`{a}}lez and Ariel Amato and Pau Baiget and Carles Fern{\'{a}}ndez and Josep M. Gonfaus and Ram{\'{o}}n Alberto Mollineda C{\'{a}}rdenas and Marco Pedersoli and Nicolas P{\'{e}}rez de la Blanca and F. Xavier Roca}, editor = {Angel Domingo Sappa and Jordi Vitri{\`{a}}}, title = {Exploiting Multimodal Interaction Techniques for Video-Surveillance}, booktitle = {Multimodal Interaction in Image and Video Applications}, series = {Intelligent Systems Reference Library}, volume = {48}, pages = {135--151}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-35932-3\_8}, doi = {10.1007/978-3-642-35932-3\_8}, timestamp = {Fri, 27 Mar 2020 08:31:56 +0100}, biburl = {https://dblp.org/rec/series/isrl/CastelloGABFGCPBR13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/es/Pedersoli12, author = {Marco Pedersoli}, title = {Hierarchical multiresolution models for fast object detection}, school = {Autonomous University of Barcelona, Spain}, year = {2012}, url = {http://hdl.handle.net/10803/286175}, timestamp = {Wed, 16 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/phd/es/Pedersoli12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/prl/PedersoliGBR11, author = {Marco Pedersoli and Jordi Gonz{\`{a}}lez and Andrew D. Bagdanov and F. Xavier Roca}, title = {Efficient discriminative multiresolution cascade for real-time human detection applications}, journal = {Pattern Recognit. Lett.}, volume = {32}, number = {13}, pages = {1581--1587}, year = {2011}, url = {https://doi.org/10.1016/j.patrec.2011.06.019}, doi = {10.1016/J.PATREC.2011.06.019}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/prl/PedersoliGBR11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/PedersoliVG11, author = {Marco Pedersoli and Andrea Vedaldi and Jordi Gonz{\`{a}}lez}, title = {A coarse-to-fine approach for fast deformable object detection}, booktitle = {The 24th {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2011, Colorado Springs, CO, USA, 20-25 June 2011}, pages = {1353--1360}, publisher = {{IEEE} Computer Society}, year = {2011}, url = {https://doi.org/10.1109/CVPR.2011.5995668}, doi = {10.1109/CVPR.2011.5995668}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/PedersoliVG11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ibpria/ShapovalovaGPRG11, author = {Nataliya Shapovalova and Wenjuan Gong and Marco Pedersoli and Francesc Xavier Roca and Jordi Gonz{\`{a}}lez}, editor = {Jordi Vitri{\`{a}} and Jo{\~{a}}o Miguel Raposo Sanches and Mario Hern{\'{a}}ndez}, title = {On Importance of Interactions and Context in Human Action Recognition}, booktitle = {Pattern Recognition and Image Analysis - 5th Iberian Conference, IbPRIA 2011, Las Palmas de Gran Canaria, Spain, June 8-10, 2011. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6669}, pages = {58--66}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-21257-4\_8}, doi = {10.1007/978-3-642-21257-4\_8}, timestamp = {Sun, 02 Oct 2022 16:02:57 +0200}, biburl = {https://dblp.org/rec/conf/ibpria/ShapovalovaGPRG11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mva/RoweGPV10, author = {Daniel Rowe and Jordi Gonz{\`{a}}lez and Marco Pedersoli and Juan Jos{\'{e}} Villanueva}, title = {On tracking inside groups}, journal = {Mach. Vis. Appl.}, volume = {21}, number = {2}, pages = {113--127}, year = {2010}, url = {https://doi.org/10.1007/s00138-009-0194-y}, doi = {10.1007/S00138-009-0194-Y}, timestamp = {Mon, 20 Nov 2017 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mva/RoweGPV10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/PedersoliGBV10, author = {Marco Pedersoli and Jordi Gonz{\`{a}}lez and Andrew D. Bagdanov and Juan Jos{\'{e}} Villanueva}, editor = {Kostas Daniilidis and Petros Maragos and Nikos Paragios}, title = {Recursive Coarse-to-Fine Localization for Fast Object Detection}, booktitle = {Computer Vision - {ECCV} 2010 - 11th European Conference on Computer Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings, Part {VI}}, series = {Lecture Notes in Computer Science}, volume = {6316}, pages = {280--293}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15567-3\_21}, doi = {10.1007/978-3-642-15567-3\_21}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eccv/PedersoliGBV10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ibpria/PedersoliGV09, author = {Marco Pedersoli and Jordi Gonz{\`{a}}lez and Juan Jos{\'{e}} Villanueva}, editor = {Helder Ara{\'{u}}jo and Ana Maria Mendon{\c{c}}a and Armando J. Pinho and M. In{\'{e}}s Torres}, title = {High-Speed Human Detection Using a Multiresolution Cascade of Histograms of Oriented Gradients}, booktitle = {Pattern Recognition and Image Analysis, 4th Iberian Conference, IbPRIA 2009, P{\'{o}}voa de Varzim, Portugal, June 10-12, 2009, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5524}, pages = {48--55}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-02172-5\_8}, doi = {10.1007/978-3-642-02172-5\_8}, timestamp = {Tue, 14 May 2019 10:00:53 +0200}, biburl = {https://dblp.org/rec/conf/ibpria/PedersoliGV09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amdo/ChakrabortyPG08, author = {Bhaskar Chakraborty and Marco Pedersoli and Jordi Gonz{\`{a}}lez}, editor = {Francisco Jos{\'{e}} Perales L{\'{o}}pez and Robert B. Fisher}, title = {View-Invariant Human Action Detection Using Component-Wise {HMM} of Body Parts}, booktitle = {Articulated Motion and Deformable Objects, 5th International Conference, {AMDO} 2008, Port d'Andratx, Mallorca, Spain, July 9-11, 2008, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5098}, pages = {208--217}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-70517-8\_20}, doi = {10.1007/978-3-540-70517-8\_20}, timestamp = {Mon, 29 Jun 2020 12:59:09 +0200}, biburl = {https://dblp.org/rec/conf/amdo/ChakrabortyPG08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/asc/PedersoliGCV08, author = {Marco Pedersoli and Jordi Gonz{\`{a}}lez and Bhaskar Chakraborty and Juan Jos{\'{e}} Villanueva}, editor = {Marek Kurzynski and Edward Puchala and Michal Wozniak and Andrzej Zolnierek}, title = {Enhancing Real-Time Human Detection Based on Histograms of Oriented Gradients}, booktitle = {Computer Recognition Systems 2}, series = {Advances in Soft Computing}, volume = {45}, pages = {739--746}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-75175-5\_91}, doi = {10.1007/978-3-540-75175-5\_91}, timestamp = {Thu, 07 Nov 2019 15:14:22 +0100}, biburl = {https://dblp.org/rec/series/asc/PedersoliGCV08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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