Aljundi, Rahaf

29 publications

TMLR 2026 Dual-Phase Continual Learning: Supervised Adaptation Meets Unsupervised Retention Vaibhav Singh, Rahaf Aljundi, Eugene Belilovsky
TMLR 2025 Efficient Few-Shot Continual Learning in Vision-Language Models Aristeidis Panos, Rahaf Aljundi, Daniel Olmeda Reino, Richard E. Turner
NeurIPS 2025 Memo: Training Memory-Efficient Embodied Agents with Reinforcement Learning Gunshi Gupta, Karmesh Yadav, Zsolt Kira, Yarin Gal, Rahaf Aljundi
NeurIPS 2025 Recurrent Attention-Based Token Selection for Efficient Streaming Video-LLMs Vaggelis Dorovatas, Soroush Seifi, Gunshi Gupta, Rahaf Aljundi
TMLR 2024 Continual Learning: Applications and the Road Forward Eli Verwimp, Rahaf Aljundi, Shai Ben-David, Matthias Bethge, Andrea Cossu, Alexander Gepperth, Tyler L. Hayes, Eyke Hüllermeier, Christopher Kanan, Dhireesha Kudithipudi, Christoph H. Lampert, Martin Mundt, Razvan Pascanu, Adrian Popescu, Andreas S. Tolias, Joost van de Weijer, Bing Liu, Vincenzo Lomonaco, Tinne Tuytelaars, Gido M van de Ven
NeurIPSW 2024 Controlling Forgetting with Test-Time Data in Continual Learning Vaibhav Singh, Rahaf Aljundi, Eugene Belilovsky
WACV 2024 OOD Aware Supervised Contrastive Learning Soroush Seifi, Daniel Olmeda Reino, Nikolay Chumerin, Rahaf Aljundi
CVPR 2024 Overcoming Generic Knowledge Loss with Selective Parameter Update Wenxuan Zhang, Paul Janson, Rahaf Aljundi, Mohamed Elhoseiny
ECCVW 2024 The Phantom Menace: Unmasking Privacy Leakages in Vision-Language Models Simone Caldarella, Massimiliano Mancini, Elisa Ricci, Rahaf Aljundi
ICCVW 2023 Calibrated Out-of-Distribution Detection with a Generic Representation Tomás Vojír, Jan Sochman, Rahaf Aljundi, Jirí Matas
AAAI 2023 Contrastive Classification and Representation Learning with Probabilistic Interpretation Rahaf Aljundi, Yash Patel, Milan Sulc, Nikolay Chumerin, Daniel Olmeda Reino
ICCV 2023 First Session Adaptation: A Strong Replay-Free Baseline for Class-Incremental Learning Aristeidis Panos, Yuriko Kobe, Daniel Olmeda Reino, Rahaf Aljundi, Richard E. Turner
ICML 2023 Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning Nader Asadi, Mohammadreza Davari, Sudhir Mudur, Rahaf Aljundi, Eugene Belilovsky
NeurIPSW 2022 A Simple Baseline That Questions the Use of Pretrained-Models in Continual Learning Paul Janson, Wenxuan Zhang, Rahaf Aljundi, Mohamed Elhoseiny
CoLLAs 2022 Continual Novelty Detection Rahaf Aljundi, Daniel Olmeda Reino, Nikolay Chumerin, Richard E. Turner
WACV 2022 Identifying Wrongly Predicted Samples: A Method for Active Learning Rahaf Aljundi, Nikolay Chumerin, Daniel Olmeda Reino
ICLR 2022 New Insights on Reducing Abrupt Representation Change in Online Continual Learning Lucas Caccia, Rahaf Aljundi, Nader Asadi, Tinne Tuytelaars, Joelle Pineau, Eugene Belilovsky
CVPR 2022 Probing Representation Forgetting in Supervised and Unsupervised Continual Learning MohammadReza Davari, Nader Asadi, Sudhir Mudur, Rahaf Aljundi, Eugene Belilovsky
ICCV 2021 Road Anomaly Detection by Partial Image Reconstruction with Segmentation Coupling Tomas Vojir, Tomáš Šipka, Rahaf Aljundi, Nikolay Chumerin, Daniel Olmeda Reino, Jiri Matas
ICCV 2021 Seeking Similarities over Differences: Similarity-Based Domain Alignment for Adaptive Object Detection Farzaneh Rezaeianaran, Rakshith Shetty, Rahaf Aljundi, Daniel Olmeda Reino, Shanshan Zhang, Bernt Schiele
NeurIPS 2019 Gradient Based Sample Selection for Online Continual Learning Rahaf Aljundi, Min Lin, Baptiste Goujaud, Yoshua Bengio
NeurIPS 2019 Online Continual Learning with Maximal Interfered Retrieval Rahaf Aljundi, Eugene Belilovsky, Tinne Tuytelaars, Laurent Charlin, Massimo Caccia, Min Lin, Lucas Page-Caccia
ICLR 2019 Selfless Sequential Learning Rahaf Aljundi, Marcus Rohrbach, Tinne Tuytelaars
ECCV 2018 Memory Aware Synapses: Learning What (not) to Forget Rahaf Aljundi, Francesca Babiloni, Mohamed Elhoseiny, Marcus Rohrbach, Tinne Tuytelaars
ICCV 2017 Encoder Based Lifelong Learning Amal Rannen, Rahaf Aljundi, Matthew B. Blaschko, Tinne Tuytelaars
CVPR 2017 Expert Gate: Lifelong Learning with a Network of Experts Rahaf Aljundi, Punarjay Chakravarty, Tinne Tuytelaars
ECCV 2016 Lightweight Unsupervised Domain Adaptation by Convolutional Filter Reconstruction Rahaf Aljundi, Tinne Tuytelaars
ECCVW 2016 Lightweight Unsupervised Domain Adaptation by Convolutional Filter Reconstruction Rahaf Aljundi, Tinne Tuytelaars
CVPR 2015 Landmarks-Based Kernelized Subspace Alignment for Unsupervised Domain Adaptation Rahaf Aljundi, Remi Emonet, Damien Muselet, Marc Sebban