Rahaf Aljundi - RankMe

76 papers A* 14A 2Misc 1Journal 46Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Dual-Phase Continual Learning: Supervised Adaptation Meets Unsupervised Retention. Trans. Mach. Learn. Res. Vaibhav Singh, Rahaf Aljundi, Eugene Belilovsky
2026	J	`jnl`	Ego: Embedding-Guided Personalization of Vision-Language Models. CoRR Soroush Seifi, Simon Gardier, Vaggelis Dorovatas, Daniel Olmeda Reino, Rahaf Aljundi
2026	J	`jnl`	Evaluating the Impact of Post-Training Quantization on Reliable VQA with Multimodal LLMs. CoRR Paul Jonas Kurz, Tobias Jan Wieczorek, Mohamed A. Abdelsalam, Rahaf Aljundi, Marcus Rohrbach
2026	J	`jnl`	Modular Memory is the Key to Continual Learning Agents. CoRR Vaggelis Dorovatas, Malte Schwerin, Andrew D. Bagdanov, Lucas Caccia, Antonio Carta, Laurent Charlin, Barbara Hammer, Tyler L. Hayes, Timm Hess, Christopher Kanan, Dhireesha Kudithipudi, Xialei Liu, Vincenzo Lomonaco, Jorge Mendez-Mendez, Darshan Patil, Ameya Prabhu, Elisa Ricci, Tinne Tuytelaars, Gido M. van de Ven, Liyuan Wang, Joost van de Weijer, Jonghyun Choi, Martin Mundt, Rahaf Aljundi
2026	J	`jnl`	OMNI-LEAK: Orchestrator Multi-Agent Network Induced Data Leakage. CoRR Akshat Naik, Jay Culligan, Yarin Gal, Philip Torr, Rahaf Aljundi, Alasdair Paren, Adel Bibi
2026	J	`jnl`	SEM: Sparse Embedding Modulation for Post-Hoc Debiasing of Vision-Language Models. CoRR Quentin Guimard, Federico Bartsch, Simone Caldarella, Rahaf Aljundi, Elisa Ricci, Massimiliano Mancini
2025	J	`jnl`	Cross-Layer Attention Probing for Fine-Grained Hallucination Detection. CoRR Malavika Suresh, Rahaf Aljundi, Ikechukwu Nkisi-Orji, Nirmalie Wiratunga
2025	J	`jnl`	Efficient Few-Shot Continual Learning in Vision-Language Models. CoRR Aristeidis Panos, Rahaf Aljundi, Daniel Olmeda Reino, Richard E. Turner
2025	J	`jnl`	Efficient Few-Shot Continual Learning in Vision-Language Models. Trans. Mach. Learn. Res. Aristeidis Panos, Rahaf Aljundi, Daniel Olmeda Reino, Richard E. Turner
2025	Misc	`conf`	Incremental Object-Based Novelty Detection with Feedback Loop. ICIAP Simone Caldarella, Elisa Ricci, Rahaf Aljundi
2025	—	`conf`	MT-Occ: Single-View 3D Occupancy Prediction via Multi-task Distillation. DAGM GCPR Zhi Li, Rahaf Aljundi, Daniel Olmeda Reino, Bernt Schiele
2025	J	`jnl`	Memo: Training Memory-Efficient Embodied Agents with Reinforcement Learning. CoRR Gunshi Gupta, Karmesh Yadav, Zsolt Kira, Yarin Gal, Rahaf Aljundi
2025	J	`jnl`	Online In-Context Distillation for Low-Resource Vision Language Models. CoRR Zhiqi Kang, Rahaf Aljundi, Vaggelis Dorovatas, Karteek Alahari
2025	J	`jnl`	Personalization Toolkit: Training Free Personalization of Large Vision Language Models. CoRR Soroush Seifi, Vaggelis Dorovatas, Daniel Olmeda Reino, Rahaf Aljundi
2025	J	`jnl`	Recurrent Attention-based Token Selection for Efficient Streaming Video-LLMs. CoRR Vaggelis Dorovatas, Soroush Seifi, Gunshi Gupta, Rahaf Aljundi
2025	J	`jnl`	When Data Falls Short: Grokking Below the Critical Threshold. CoRR Vaibhav Singh, Eugene Belilovsky, Rahaf Aljundi
2024	J	`jnl`	Annotation Free Semantic Segmentation with Vision Foundation Models. CoRR Soroush Seifi, Daniel Olmeda Reino, Fabien Despinoy, Rahaf Aljundi
2024	J	`jnl`	Continual Learning: Applications and the Road Forward. Trans. Mach. Learn. Res. 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
2024	J	`jnl`	Controlling Forgetting with Test-Time Data in Continual Learning. CoRR Vaibhav Singh, Rahaf Aljundi, Eugene Belilovsky
2024	J	`jnl`	Imperfect Vision Encoders: Efficient and Robust Tuning for Vision-Language Models. CoRR Aristeidis Panos, Rahaf Aljundi, Daniel Olmeda Reino, Richard E. Turner
2024	A	`conf`	OOD Aware Supervised Contrastive Learning. WACV Soroush Seifi, Daniel Olmeda Reino, Nikolay Chumerin, Rahaf Aljundi
2024	A*	`conf`	Overcoming Generic Knowledge Loss with Selective Parameter Update. CVPR Wenxuan Zhang, Paul Janson, Rahaf Aljundi, Mohamed Elhoseiny
2024	—	`conf`	The Phantom Menace: Unmasking Privacy Leakages in Vision-Language Models. ECCV Workshops (21) Simone Caldarella, Massimiliano Mancini, Elisa Ricci, Rahaf Aljundi
2024	J	`jnl`	The Phantom Menace: Unmasking Privacy Leakages in Vision-Language Models. CoRR Simone Caldarella, Massimiliano Mancini, Elisa Ricci, Rahaf Aljundi
2024	—	`conf`	Towards Improving Open-box Hallucination Detection in Large Language Models (LLMs). SICSA REALLM Malavika Suresh, Rahaf Aljundi, Ikechukwu Nkisi-Orji, Nirmalie Wiratunga
2023	—	`conf`	Calibrated Out-of-Distribution Detection with a Generic Representation. ICCV (Workshops) Tomás Vojír, Jan Sochman, Rahaf Aljundi, Jirí Matas
2023	J	`jnl`	Calibrated Out-of-Distribution Detection with a Generic Representation. CoRR Tomas Vojir, Jan Sochman, Rahaf Aljundi, Jiri Matas
2023	J	`jnl`	Continual Learning: Applications and the Road Forward. CoRR 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
2023	A*	`conf`	Contrastive Classification and Representation Learning with Probabilistic Interpretation. AAAI Rahaf Aljundi, Yash Patel, Milan Sulc, Nikolay Chumerin, Daniel Olmeda Reino
2023	A*	`conf`	First Session Adaptation: A Strong Replay-Free Baseline for Class-Incremental Learning. ICCV Aristeidis Panos, Yuriko Kobe, Daniel Olmeda Reino, Rahaf Aljundi, Richard E. Turner
2023	J	`jnl`	First Session Adaptation: A Strong Replay-Free Baseline for Class-Incremental Learning. CoRR Aristeidis Panos, Yuriko Kobe, Daniel Olmeda Reino, Rahaf Aljundi, Richard E. Turner
2023	J	`jnl`	Incremental Object-Based Novelty Detection with Feedback Loop. CoRR Simone Caldarella, Elisa Ricci, Rahaf Aljundi
2023	J	`jnl`	OOD Aware Supervised Contrastive Learning. CoRR Soroush Seifi, Daniel Olmeda Reino, Nikolay Chumerin, Rahaf Aljundi
2023	J	`jnl`	Overcoming General Knowledge Loss with Selective Parameter Finetuning. CoRR Wenxuan Zhang, Paul Janson, Rahaf Aljundi, Mohamed Elhoseiny
2023	—	`ed.`	Proceedings of the 1st ContinualAI Unconference, 9 October 2023, Virtual CLAI Unconf Siddharth Swaroop, Martin Mundt, Rahaf Aljundi, Mohammad Emtiyaz Khan
2023	A*	`conf`	Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning. ICML Nader Asadi, MohammadReza Davari, Sudhir P. Mudur, Rahaf Aljundi, Eugene Belilovsky
2023	J	`jnl`	Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning. CoRR Nader Asadi, MohammadReza Davari, Sudhir P. Mudur, Rahaf Aljundi, Eugene Belilovsky
2022	J	`jnl`	A Continual Learning Survey: Defying Forgetting in Classification Tasks. IEEE Trans. Pattern Anal. Mach. Intell. Matthias De Lange, Rahaf Aljundi, Marc Masana, Sarah Parisot, Xu Jia, Ales Leonardis, Gregory G. Slabaugh, Tinne Tuytelaars
2022	J	`jnl`	A Simple Baseline that Questions the Use of Pretrained-Models in Continual Learning. CoRR Paul Janson, Wenxuan Zhang, Rahaf Aljundi, Mohamed Elhoseiny
2022	—	`conf`	Continual Novelty Detection. CoLLAs Rahaf Aljundi, Daniel Olmeda Reino, Nikolay Chumerin, Richard E. Turner
2022	J	`jnl`	Contrastive Classification and Representation Learning with Probabilistic Interpretation. CoRR Rahaf Aljundi, Yash Patel, Milan Sulc, Daniel Olmeda Reino, Nikolay Chumerin
2022	A	`conf`	Identifying Wrongly Predicted Samples: A Method for Active Learning. WACV Rahaf Aljundi, Nikolay Chumerin, Daniel Olmeda Reino
2022	A*	`conf`	New Insights on Reducing Abrupt Representation Change in Online Continual Learning. ICLR Lucas Caccia, Rahaf Aljundi, Nader Asadi, Tinne Tuytelaars, Joelle Pineau, Eugene Belilovsky
2022	A*	`conf`	Probing Representation Forgetting in Supervised and Unsupervised Continual Learning. CVPR MohammadReza Davari, Nader Asadi, Sudhir P. Mudur, Rahaf Aljundi, Eugene Belilovsky
2022	J	`jnl`	Probing Representation Forgetting in Supervised and Unsupervised Continual Learning. CoRR MohammadReza Davari, Nader Asadi, Sudhir P. Mudur, Rahaf Aljundi, Eugene Belilovsky
2021	J	`jnl`	Continual Novelty Detection. CoRR Rahaf Aljundi, Daniel Olmeda Reino, Nikolay Chumerin, Richard E. Turner
2021	J	`jnl`	Reducing Representation Drift in Online Continual Learning. CoRR Lucas Caccia, Rahaf Aljundi, Tinne Tuytelaars, Joelle Pineau, Eugene Belilovsky
2021	A*	`conf`	Road Anomaly Detection by Partial Image Reconstruction with Segmentation Coupling. ICCV Tomas Vojir, Tomás Sipka, Rahaf Aljundi, Nikolay Chumerin, Daniel Olmeda Reino, Jiri Matas
2021	A*	`conf`	Seeking Similarities over Differences: Similarity-based Domain Alignment for Adaptive Object Detection. ICCV Farzaneh Rezaeianaran, Rakshith Shetty, Rahaf Aljundi, Daniel Olmeda Reino, Shanshan Zhang, Bernt Schiele
2021	J	`jnl`	Seeking Similarities over Differences: Similarity-based Domain Alignment for Adaptive Object Detection. CoRR Farzaneh Rezaeianaran, Rakshith Shetty, Rahaf Aljundi, Daniel Olmeda Reino, Shanshan Zhang, Bernt Schiele
2020	J	`jnl`	Identifying Wrongly Predicted Samples: A Method for Active Learning. CoRR Rahaf Aljundi, Nikolay Chumerin, Daniel Olmeda Reino
2019	J	`jnl`	Continual Learning in Neural Networks. CoRR Rahaf Aljundi
2019	J	`jnl`	Continual learning: A comparative study on how to defy forgetting in classification tasks. CoRR Matthias De Lange, Rahaf Aljundi, Marc Masana, Sarah Parisot, Xu Jia, Ales Leonardis, Gregory G. Slabaugh, Tinne Tuytelaars
2019	A*	`conf`	Gradient based sample selection for online continual learning. NeurIPS Rahaf Aljundi, Min Lin, Baptiste Goujaud, Yoshua Bengio
2019	A*	`conf`	Online Continual Learning with Maximal Interfered Retrieval. NeurIPS Rahaf Aljundi, Eugene Belilovsky, Tinne Tuytelaars, Laurent Charlin, Massimo Caccia, Min Lin, Lucas Page-Caccia
2019	J	`jnl`	Online Continual Learning with Maximally Interfered Retrieval. CoRR Rahaf Aljundi, Lucas Caccia, Eugene Belilovsky, Massimo Caccia, Min Lin, Laurent Charlin, Tinne Tuytelaars
2019	J	`jnl`	Online continual learning with no task boundaries. CoRR Rahaf Aljundi, Min Lin, Baptiste Goujaud, Yoshua Bengio
2019	—	`conf`	Selfless Sequential Learning. ICLR (Poster) Rahaf Aljundi, Marcus Rohrbach, Tinne Tuytelaars
2019	A*	`conf`	Task-Free Continual Learning. CVPR Rahaf Aljundi, Klaas Kelchtermans, Tinne Tuytelaars
2018	—	`conf`	Exploring the Challenges Towards Lifelong Fact Learning. ACCV (6) Mohamed Elhoseiny, Francesca Babiloni, Rahaf Aljundi, Marcus Rohrbach, Manohar Paluri, Tinne Tuytelaars
2018	J	`jnl`	Exploring the Challenges towards Lifelong Fact Learning. CoRR Mohamed Elhoseiny, Francesca Babiloni, Rahaf Aljundi, Marcus Rohrbach, Manohar Paluri, Tinne Tuytelaars
2018	—	`conf`	Memory Aware Synapses: Learning What (not) to Forget. ECCV (3) Rahaf Aljundi, Francesca Babiloni, Mohamed Elhoseiny, Marcus Rohrbach, Tinne Tuytelaars
2018	J	`jnl`	Selfless Sequential Learning. CoRR Rahaf Aljundi, Marcus Rohrbach, Tinne Tuytelaars
2018	J	`jnl`	Task-Free Continual Learning. CoRR Rahaf Aljundi, Klaas Kelchtermans, Tinne Tuytelaars
2017	A*	`conf`	Encoder Based Lifelong Learning. ICCV Amal Rannen Triki, Rahaf Aljundi, Matthew B. Blaschko, Tinne Tuytelaars
2017	J	`jnl`	Encoder Based Lifelong Learning. CoRR Amal Rannen Triki, Rahaf Aljundi, Matthew B. Blaschko, Tinne Tuytelaars
2017	A*	`conf`	Expert Gate: Lifelong Learning with a Network of Experts. CVPR Rahaf Aljundi, Punarjay Chakravarty, Tinne Tuytelaars
2017	J	`jnl`	Memory Aware Synapses: Learning what (not) to forget. CoRR Rahaf Aljundi, Francesca Babiloni, Mohamed Elhoseiny, Marcus Rohrbach, Tinne Tuytelaars
2017	—	`ch.`	Unsupervised Domain Adaptation Based on Subspace Alignment. Domain Adaptation in Computer Vision Applications Basura Fernando, Rahaf Aljundi, Rémi Emonet, Amaury Habrard, Marc Sebban, Tinne Tuytelaars
2016	J	`jnl`	Expert Gate: Lifelong Learning with a Network of Experts. CoRR Rahaf Aljundi, Punarjay Chakravarty, Tinne Tuytelaars
2016	—	`conf`	Lightweight Unsupervised Domain Adaptation by Convolutional Filter Reconstruction. ECCV Workshops (3) Rahaf Aljundi, Tinne Tuytelaars
2016	J	`jnl`	Lightweight Unsupervised Domain Adaptation by Convolutional Filter Reconstruction. CoRR Rahaf Aljundi, Tinne Tuytelaars
2016	—	`conf`	Who's that Actor? Automatic Labelling of Actors in TV Series Starting from IMDB Images. ACCV (3) Rahaf Aljundi, Punarjay Chakravarty, Tinne Tuytelaars
2016	J	`jnl`	Who's that Actor? Automatic Labelling of Actors in TV series starting from IMDB Images. CoRR Rahaf Aljundi, Punarjay Chakravarty, Tinne Tuytelaars
2015	A*	`conf`	Landmarks-based kernelized subspace alignment for unsupervised domain adaptation. CVPR Rahaf Aljundi, Rémi Emonet, Damien Muselet, Marc Sebban
2015	—	`conf`	Transfer Learning for Prostate Cancer Mapping Based on Multicentric MR Imaging Databases. MLMMI@ICML Rahaf Aljundi, Jérôme Lehaire, Fabrice Prost-Boucle, Olivier Rouvière, Carole Lartizien