Roig, Gemma

30 publications

TMLR 2026 \textsc{PGO-BEN}: Proxy-Guided Orthogonalization and Beta Ensembling for Few-Shot Domain-Incremental Learning Samrat Mukherjee, Thivyanth Venkateswaran, Eric Nuertey Coleman, Luigi Quarantiello, Julio Hurtado, Vincenzo Lomonaco, Gemma Roig, Subhasis Chaudhuri, Biplab Banerjee

ICLR 2025 BrainACTIV: Identifying Visuo-Semantic Properties Driving Cortical Selectivity Using Diffusion-Based Image Manipulation Diego Garcia Cerdas, Christina Sartzetaki, Magnus Petersen, Gemma Roig, Pascal Mettes, Iris Groen

ICLRW 2025 Cognitive Neural Architecture Search Reveals Hierarchical Entailment Lukas Kuhn, Sari Sadiya, Gemma Roig

ICCV 2025 Efficient Unsupervised Shortcut Learning Detection and Mitigation in Transformers Lukas Kuhn, Sari Sadiya, Jörg Schlötterer, Florian Buettner, Christin Seifert, Gemma Roig

WACV 2025 On Explaining Knowledge Distillation: Measuring and Visualising the Knowledge Transfer Process Gereziher Adhane, Mohammad Mahdi Dehshibi, Dennis Vetter, David Masip, Gemma Roig

ICLR 2025 One Hundred Neural Networks and Brains Watching Videos: Lessons from Alignment Christina Sartzetaki, Gemma Roig, Cees G. M. Snoek, Iris Groen

ICMLW 2024 Classification of Freshwater Snails of the Genus Radomaniola with Multimodal Triplet Networks Dennis Vetter, Muhammad Ahsan, Diana Delicado, Thomas A. Neubauer, Thomas Wilke, Gemma Roig

ICMLW 2024 Fairness Through Controlled (Un)Awareness in Node Embeddings Dennis Vetter, Jasper Forth, Gemma Roig, Holger Dell

WACV 2024 Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization Prathmesh Bele, Valay Bundele, Avigyan Bhattacharya, Ankit Jha, Gemma Roig, Biplab Banerjee

ECCVW 2024 Limited but Consistent Gains in Adversarial Robustness by Co-Training Object Recognition Models with Human EEG Manshan Guo, Bhavin Choksi, Sari Sadiya, Alessandro T. Gifford, Martina G. Vilas, Radoslaw Martin Cichy, Gemma Roig

ICML 2024 Position: An Inner Interpretability Framework for AI Inspired by Lessons from Cognitive Neuroscience Martina G. Vilas, Federico Adolfi, David Poeppel, Gemma Roig

NeurIPS 2023 Analyzing Vision Transformers for Image Classification in Class Embedding Space Martina G. Vilas, Timothy Schaumlöffel, Gemma Roig

NeurIPSW 2023 DynamicsDiffusion: Generating and Rare Event Sampling of Molecular Dynamic Trajectories Using Diffusion Models Magnus Petersen, Gemma Roig, Roberto Covino

CVPR 2022 What Do Navigation Agents Learn About Their Environment? Kshitij Dwivedi, Gemma Roig, Aniruddha Kembhavi, Roozbeh Mottaghi

ECCV 2020 Duality Diagram Similarity: A Generic Framework for Initialization Selection in Task Transfer Learning Kshitij Dwivedi, Jiahui Huang, Radoslaw Martin Cichy, Gemma Roig

AAAI 2020 LCD: Learned Cross-Domain Descriptors for 2D-3D Matching Quang-Hieu Pham, Mikaela Angelina Uy, Binh-Son Hua, Duc Thanh Nguyen, Gemma Roig, Sai-Kit Yeung

ECCV 2020 Multi-Source Open-Set Deep Adversarial Domain Adaptation Sayan Rakshit, Dipesh Tamboli, Pragati Shuddhodhan Meshram, Biplab Banerjee, Gemma Roig, Subhasis Chaudhuri

CVPRW 2019 Deep Anchored Convolutional Neural Networks Jiahui Huang, Kshitij Dwivedi, Gemma Roig

ICLRW 2019 Few-Shot Regression via Learned Basis Functions Yi Loo, Swee Kiat Lim, Gemma Roig, Ngai-Man Cheung

ICCVW 2019 Multimodal Deep Models for Predicting Affective Responses Evoked by Movies Ha Thi Phuong Thao, Dorien Herremans, Gemma Roig

ECCVW 2018 Navigational Affordance Cortical Responses Explained by Scene-Parsing Model Kshitij Dwivedi, Gemma Roig

NeurIPS 2017 Do Deep Neural Networks Suffer from Crowding? Anna Volokitin, Gemma Roig, Tomaso A Poggio

NeurIPS 2014 Self-Adaptable Templates for Feature Coding Xavier Boix, Gemma Roig, Salomon Diether, Luc V. Gool

ICCV 2013 Active MAP Inference in CRFs for Efficient Semantic Segmentation Gemma Roig, Xavier Boix, Roderick De Nijs, Sebastian Ramos, Koljia Kuhnlenz, Luc Van Gool

ICCV 2013 Online Video SEEDS for Temporal Window Objectness Michael Van Den Bergh, Gemma Roig, Xavier Boix, Santiago Manen, Luc Van Gool

CVPR 2013 Sparse Quantization for Patch Description Xavier Boix, Michael Gygli, Gemma Roig, Luc Van Gool

ECCV 2012 Nested Sparse Quantization for Efficient Feature Coding Xavier Boix, Gemma Roig, Christian Leistner, Luc Van Gool

ECCV 2012 SEEDS: Superpixels Extracted via Energy-Driven Sampling Michael Van den Bergh, Xavier Boix, Gemma Roig, Benjamin de Capitani, Luc Van Gool

ICCV 2011 Conditional Random Fields for Multi-Camera Object Detection Gemma Roig, Xavier Boix, Horesh Ben Shitrit, Pascal Fua

ICCVW 2009 Optimal Feature Selection for Subspace Image Matching Gemma Roig, Xavier Boix, Fernando De la Torre