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Marco Pedersoli

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

58

Venues

12

Active years

2009–2026

Best venue rank

A*

Where they publish

Papers

58 indexed papers, newest first.

YearVenueTitleAuthors
2026WACVHigh-Rate Mixout: Revisiting Mixout for Robust Domain Generalization.Masih Aminbeidokhti, Heitor Rapela Medeiros, Srikanth Muralidharan, Eric Granger, Marco Pedersoli
2026WACVWiSE-OD: Benchmarking Robustness in Infrared Object Detection.Heitor Rapela Medeiros, Atif Belal, Masih Aminbeidokhti, Eric Granger, Marco Pedersoli
2026WACVPretraining Helps When Capacity Allows: Evidence from Ultra-Small ConvNets.Srikanth Muralidharan, Heitor Rapela Medeiros, Masih Aminbeidokhti, Eric Granger, Marco Pedersoli
2026WACVLow-Rank Expert Merging for Multi-Source Domain Adaptation in Person Re-Identification.Taha Mustapha Nehdi, Nairouz Mrabah, Atif Belal, Marco Pedersoli, Eric Granger
2026WACVMuSACo: Multimodal Subject-Specific Selection and Adaptation for Expression Recognition with Co-Training.Muhammad Osama Zeeshan, Natacha Gillet, Alessandro Lameiras Koerich, Marco Pedersoli, Franois Brmond, Eric Granger
2025AAAIStarVector: Generating Scalable Vector Graphics Code from Images and Text.Juan A. Rodrguez, Abhay Puri, Shubham Agarwal, Issam H. Laradji, Sai Rajeswar, David Vzquez, Christopher Pal, Marco Pedersoli
2025CVPRAdvancements in Affective and Behavior Analysis: The 8th ABAW Workshop and Competition.Dimitrios Kollias, Panagiotis Tzirakis, Alan Cowen, Stefanos Zafeiriou, Irene Kotsia, Eric Granger, Marco Pedersoli, Simon Bacon, Alice Baird, Chris Gagne, Chunchang Shao, Guanyu Hu, Soufiane Belharbi, Muhammad Haseeb Aslam
2025CVPRStarVector: Generating Scalable Vector Graphics Code from Images and Text.Juan A. Rodrguez, Abhay Puri, Shubham Agarwal, Issam H. Laradji, Pau Rodrguez, Sai Rajeswar, David Vzquez, Christopher Pal, Marco Pedersoli
2025ICCVVisual Modality Prompt for Adapting Vision-Language Object Detectors.Heitor Rapela Medeiros, Atif Belal, Srikanth Muralidharan, Eric Granger, Marco Pedersoli
2025WACVAttention-Based Class-Conditioned Alignment for Multi-Source Domain Adaptation of Object Detectors.Atif Belal, Akhil Meethal, Francisco Perdigon Romero, Marco Pedersoli, Eric Granger
2025WACVMixed Patch Visible-Infrared Modality Agnostic Object Detection.Heitor Rapela Medeiros, David Latortue, Eric Granger, Marco Pedersoli
2025WACVA Realistic Protocol for Evaluation of Weakly Supervised Object Localization.Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Eric Granger
2024CVPRJoint Multimodal Transformer for Emotion Recognition in the Wild.Paul Waligora, Muhammad Haseeb Aslam, Muhammad Osama Zeeshan, Soufiane Belharbi, Alessandro Lameiras Koerich, Marco Pedersoli, Simon Bacon, Eric Granger
2024ECCVModality Translation for Object Detection Adaptation Without Forgetting Prior Knowledge.Heitor Rapela Medeiros, Masih Aminbeidokhti, Fidel Alejandro Guerrero Pea, David Latortue, Eric Granger, Marco Pedersoli
2024ECCVTextualized and Feature-Based Models for Compound Multimodal Emotion Recognition in the Wild.Nicolas Richet, Soufiane Belharbi, Haseeb Aslam, Meike Emilie Schadt, Manuela Gonzlez-Gonzlez, Gustave Cortal, Alessandro Lameiras Koerich, Marco Pedersoli, Alain Finkel, Simon Bacon, Eric Granger
2024ECCVSource-Free Domain Adaptation for YOLO Object Detection.Simon Varailhon, Masih Aminbeidokhti, Marco Pedersoli, Eric Granger
2024IJCNNMasked Multi-Query Slot Attention for Unsupervised Object Discovery.Rishav Pramanik, Jos-Fabian Villa-Vsquez, Marco Pedersoli
2024WACVDomain Generalization by Rejecting Extreme Augmentations.Masih Aminbeidokhti, Fidel A. Guerrero-Pea, Heitor Rapela Medeiros, Thomas Dubail, Eric Granger, Marco Pedersoli
2024WACVMulti-Source Domain Adaptation for Object Detection with Prototype-based Mean Teacher.Atif Belal, Akhil Meethal, Francisco Perdigon Romero, Marco Pedersoli, Eric Granger
2024WACVEvaluating Supervision Levels Trade-Offs for Infrared-Based People Counting.David Latortue, Moetez Kdayem, Fidel A. Guerrero-Pea, Eric Granger, Marco Pedersoli
2024WACVHalluciDet: Hallucinating RGB Modality for Person Detection Through Privileged Information.Heitor Rapela Medeiros, Fidel A. Guerrero-Pea, Masih Aminbeidokhti, Thomas Dubail, Eric Granger, Marco Pedersoli
2024WACVBag of Tricks for Fully Test-Time Adaptation.Saypraseuth Mounsaveng, Florent Chiaroni, Malik Boudiaf, Marco Pedersoli, Ismail Ben Ayed
2023CVPRPrivileged Knowledge Distillation for Dimensional Emotion Recognition in the Wild.Muhammad Haseeb Aslam, Muhammad Osama Zeeshan, Marco Pedersoli, Alessandro L. Koerich, Simon Bacon, Eric Granger
2023CVPRRe-basin via implicit Sinkhorn differentiation.Fidel A. Guerrero-Pea, Heitor Rapela Medeiros, Thomas Dubail, Masih Aminbeidokhti, Eric Granger, Marco Pedersoli
2023CVPRCascaded Zoom-in Detector for High Resolution Aerial Images.Akhil Meethal, Eric Granger, Marco Pedersoli
2023ICLRFigGen: Text to Scientific Figure Generation.Juan A. Rodrguez, David Vzquez, Issam H. Laradji, Marco Pedersoli, Pau Rodrguez
2023WACVCamera Alignment and Weighted Contrastive Learning for Domain Adaptation in Video Person ReID.Djebril Mekhazni, Maximilien Dufau, Christian Desrosiers, Marco Pedersoli, Eric Granger
2023WACVDiscriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization.Shakeeb Murtaza, Soufiane Belharbi, Marco Pedersoli, Aydin Sarraf, Eric Granger
2023WACVOCR-VQGAN: Taming Text-within-Image Generation.Juan A. Rodrguez, David Vzquez, Issam H. Laradji, Marco Pedersoli, Pau Rodrguez
2022CVPRA Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition.R. Gnana Praveen, Wheidima Carneiro de Melo, Nasib Ullah, Haseeb Aslam, Osama Zeeshan, Tho Denorme, Marco Pedersoli, Alessandro L. Koerich, Simon Bacon, Patrick Cardinal, Eric Granger
2022ECCVPrivacy-Preserving Person Detection Using Low-Resolution Infrared Cameras.Thomas Dubail, Fidel Alejandro Guerrero Pea, Heitor Rapela Medeiros, Masih Aminbeidokhti, Eric Granger, Marco Pedersoli
2022IJCNNSemi-Weakly Supervised Object Detection by Sampling Pseudo Ground-Truth Boxes.Akhil Meethal, Marco Pedersoli, Zhongwen Zhu, Francisco Perdigon Romero, Eric Granger
2022WACVF-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling.Soufiane Belharbi, Aydin Sarraf, Marco Pedersoli, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
2021ICCVAugmented Lagrangian Adversarial Attacks.Jrme Rony, Eric Granger, Marco Pedersoli, Ismail Ben Ayed
2021MICCAIContext-Aware Virtual Adversarial Training for Anatomically-Plausible Segmentation.Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers
2021WACVTemporal Stochastic Softmax for 3D CNNs: An Application in Facial Expression Recognition.Tho Ayral, Marco Pedersoli, Simon Bacon, Eric Granger
2021WACVOn the Texture Bias for Few-Shot CNN Segmentation.Reza Azad, Abdur Razzaq Fayjie, Claude Kauffmann, Ismail Ben Ayed, Marco Pedersoli, Jose Dolz
2021WACVLearning Data Augmentation with Online Bilevel Optimization for Image Classification.Saypraseuth Mounsaveng, Issam H. Laradji, Ismail Ben Ayed, David Vzquez, Marco Pedersoli
2020ECCVA Unifying Mutual Information View of Metric Learning: Cross-Entropy vs. Pairwise Losses.Malik Boudiaf, Jrme Rony, Imtiaz Masud Ziko, Eric Granger, Marco Pedersoli, Pablo Piantanida, Ismail Ben Ayed
2020ICPRConvolutional STN for Weakly Supervised Object Localization.Akhil Meethal, Marco Pedersoli, Soufiane Belharbi, Eric Granger
2020ICPRProgressive Gradient Pruning for Classification, Detection and Domain Adaptation.Le Thanh Nguyen-Meidine, Eric Granger, Madhu Kiran, Marco Pedersoli, Louis-Antoine Blais-Morin
2020ICPRRADARSAT-2 Synthetic-Aperture Radar Land Cover Segmentation Using Deep Convolutional Neural Networks.Mirmohammad Saadati, Marco Pedersoli, Patrick Cardinal, Peter Oliver
2018ICMIAn Attention Model for Group-Level Emotion Recognition.Aarush Gupta, Dakshit Agrawal, Hardik Chauhan, Jose Dolz, Marco Pedersoli
2017ICCVAreas of Attention for Image Captioning.Marco Pedersoli, Thomas Lucas, Cordelia Schmid, Jakob Verbeek
2016BMVCTowards Automatic Image Editing: Learning to See another You.Xu Jia, Amir Ghodrati, Marco Pedersoli, Tinne Tuytelaars
2015CVPRWeakly supervised object detection with convex clustering.Hakan Bilen, Marco Pedersoli, Tinne Tuytelaars
2015ICCVDeepProposal: Hunting Objects by Cascading Deep Convolutional Layers.Amir Ghodrati, Ali Diba, Marco Pedersoli, Tinne Tuytelaars, Luc Van Gool
2015ICCVLearning Where to Position Parts in 3D.Marco Pedersoli, Tinne Tuytelaars
2014BMVCWeakly Supervised Detection with Posterior Regularization.Hakan Bilen, Marco Pedersoli, Tinne Tuytelaars
2014BMVCIs 2D Information Enough For Viewpoint Estimation?.Amir Ghodrati, Marco Pedersoli, Tinne Tuytelaars
2014CVPRObject Classification with Adaptable Regions.Hakan Bilen, Marco Pedersoli, Vinay P. Namboodiri, Tinne Tuytelaars, Luc Van Gool
2014CVPRUsing a Deformation Field Model for Localizing Faces and Facial Points under Weak Supervision.Marco Pedersoli, Radu Timofte, Tinne Tuytelaars, Luc Van Gool
2014ECCVFace Detection without Bells and Whistles.Markus Mathias, Rodrigo Benenson, Marco Pedersoli, Luc Van Gool
2014WACVCoupling video segmentation and action recognition.Amir Ghodrati, Marco Pedersoli, Tinne Tuytelaars
2011CVPRA coarse-to-fine approach for fast deformable object detection.Marco Pedersoli, Andrea Vedaldi, Jordi Gonzlez
2011IBPRIAOn Importance of Interactions and Context in Human Action Recognition.Nataliya Shapovalova, Wenjuan Gong, Marco Pedersoli, Francesc Xavier Roca, Jordi Gonzlez
2010ECCVRecursive Coarse-to-Fine Localization for Fast Object Detection.Marco Pedersoli, Jordi Gonzlez, Andrew D. Bagdanov, Juan Jos Villanueva
2009IBPRIAHigh-Speed Human Detection Using a Multiresolution Cascade of Histograms of Oriented Gradients.Marco Pedersoli, Jordi Gonzlez, Juan Jos Villanueva