Tinne Tuytelaars

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 239

Top Venues

Publications

Maria Mihaela Trusca, Wolf Nuyts, Jonathan Thomm, Robert Honig, Thomas Hofmann, Tinne Tuytelaars, Marie-Francine Moens
Object-Attribute Binding in Text-to-Image Generation: Evaluation and Control. CoRR (2024)
Minye Wu, Tinne Tuytelaars
NeVRF: Neural Video-Based Radiance Fields for Long-Duration Sequences. 3DV (2024)
Andrea Cossu, Antonio Carta, Lucia C. Passaro, Vincenzo Lomonaco, Tinne Tuytelaars, Davide Bacciu
Continual pre-training mitigates forgetting in language and vision. Neural Networks 179 (2024)
Flavia Sofia Acerbo, Jan Swevers, Tinne Tuytelaars, Tong Duy Son
Learning from Visual Demonstrations through Differentiable Nonlinear MPC for Personalized Autonomous Driving. CoRR (2024)
Tingyu Qu, Tinne Tuytelaars, Marie-Francine Moens
Introducing Routing Functions to Vision-Language Parameter-Efficient Fine-Tuning with Low-Rank Bottlenecks. CoRR (2024)
Li Liu, Timothy M. Hospedales, Yann LeCun, Mingsheng Long, Jiebo Luo, Wanli Ouyang, Matti Pietikäinen, Tinne Tuytelaars
Editorial: Learning With Fewer Labels in Computer Vision. IEEE Trans. Pattern Anal. Mach. Intell. 46 (3) (2024)
Abhishek Jha, Matthew B. Blaschko, Yuki M. Asano, Tinne Tuytelaars
The Common Stability Mechanism behind most Self-Supervised Learning Approaches. CoRR (2024)
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
Continual Learning: Applications and the Road Forward. Trans. Mach. Learn. Res. 2024 (2024)
Tingyu Qu, Tinne Tuytelaars, Marie-Francine Moens
Visually-Aware Context Modeling for News Image Captioning. NAACL-HLT (2024)
Tim Lebailly, Thomas Stegmüller, Behzad Bozorgtabar, Jean-Philippe Thiran, Tinne Tuytelaars
CrIBo: Self-Supervised Learning via Cross-Image Object-Level Bootstrapping. ICLR (2024)
Mingxiao Li, Bo Wan, Marie-Francine Moens, Tinne Tuytelaars
Animate Your Motion: Turning Still Images into Dynamic Videos. CoRR (2024)
Bo Wan, Tinne Tuytelaars
Exploiting CLIP for Zero-shot HOI Detection Requires Knowledge Distillation at Multiple Levels. WACV (2024)
Guy Hacohen, Tinne Tuytelaars
Forgetting Order of Continual Learning: Examples That are Learned First are Forgotten Last. CoRR (2024)
Georgios Kouros, Minye Wu, Sushruth Nagesh, Xianling Zhang, Tinne Tuytelaars
Unveiling the Ambiguity in Neural Inverse Rendering: A Parameter Compensation Analysis. CoRR (2024)
Maria Mihaela Trusca, Tinne Tuytelaars, Marie-Francine Moens
DM-Align: Leveraging the Power of Natural Language Instructions to Make Changes to Images. CoRR (2024)
Pierre-François De Plaen, Nicola Marinello, Marc Proesmans, Tinne Tuytelaars, Luc Van Gool
Contrastive Learning for Multi-Object Tracking with Transformers. WACV (2024)
Thomas Stegmüller, Tim Lebailly, Nikola Dukic, Behzad Bozorgtabar, Tinne Tuytelaars, Jean-Philippe Thiran
A Simple Framework for Open-Vocabulary Zero-Shot Segmentation. CoRR (2024)
Timm Hess, Eli Verwimp, Gido M. van de Ven, Tinne Tuytelaars
Knowledge Accumulation in Continually Learned Representations and the Issue of Feature Forgetting. Trans. Mach. Learn. Res. 2024 (2024)
Michal Zajac, Tinne Tuytelaars, Gido M. van de Ven
Prediction Error-based Classification for Class-Incremental Learning. ICLR (2024)
Tingyu Qu, Tinne Tuytelaars, Marie-Francine Moens
Visually-Aware Context Modeling for News Image Captioning. CoRR (2023)
Eli Verwimp, 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
Continual Learning: Applications and the Road Forward. CoRR (2023)
Astrid Tempelaere, Leen Van Doorselaer, Jiaqi He, Pieter Verboven, Tinne Tuytelaars, Bart M. Nicolaï
Deep Learning for Apple Fruit Quality Inspection using X-Ray Imaging. ICCV (Workshops) (2023)
Timm Hess, Tinne Tuytelaars, Gido M. van de Ven
Two Complementary Perspectives to Continual Learning: Ask Not Only What to Optimize, But Also How. CoRR (2023)
Tim Lebailly, Thomas Stegmüller, Behzad Bozorgtabar, Jean-Philippe Thiran, Tinne Tuytelaars
Adaptive Similarity Bootstrapping for Self-Distillation based Representation Learning. ICCV (2023)
Matthias De Lange, Gido M. van de Ven, Tinne Tuytelaars
Continual evaluation for lifelong learning: Identifying the stability gap. ICLR (2023)
Georgios Kouros, Minye Wu, Shubham Shrivastava, Sushruth Nagesh, Punarjay Chakravarty, Tinne Tuytelaars
Ref-DVGO: Reflection-Aware Direct Voxel Grid Optimization for an Improved Quality-Efficiency Trade-Off in Reflective Scene Reconstruction. CoRR (2023)
Teodora Popordanoska, Gorjan Radevski, Tinne Tuytelaars, Matthew B. Blaschko
Estimating calibration error under label shift without labels. CoRR (2023)
Simone Marullo, Matteo Tiezzi, Marco Gori, Stefano Melacci, Tinne Tuytelaars
Continual Learning with Pretrained Backbones by Tuning in the Input Space. IJCNN (2023)
Yu Liu, Tinne Tuytelaars
Residual Tuning: Toward Novel Category Discovery Without Labels. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Liao Wang, Qiang Hu, Qihan He, Ziyu Wang, Jingyi Yu, Tinne Tuytelaars, Lan Xu, Minye Wu
Neural Residual Radiance Fields for Streamably Free-Viewpoint Videos. CoRR (2023)
Tinne Tuytelaars, Bing Liu, Vincenzo Lomonaco, Gido van de Ven, Andrea Cossu
Deep Continual Learning (Dagstuhl Seminar 23122). Dagstuhl Reports 13 (3) (2023)
Abhishek Jha, Badri N. Patro, Luc Van Gool, Tinne Tuytelaars
Barlow constrained optimization for Visual Question Answering. WACV (2023)
Abhishek Jha, Soroush Seifi, Tinne Tuytelaars
SimGlim: Simplifying glimpse based active visual reconstruction. WACV (2023)
Pierre-François De Plaen, Nicola Marinello, Marc Proesmans, Tinne Tuytelaars, Luc Van Gool
Contrastive Learning for Multi-Object Tracking with Transformers. CoRR (2023)
Simone Marullo, Matteo Tiezzi, Marco Gori, Stefano Melacci, Tinne Tuytelaars
Continual Learning with Pretrained Backbones by Tuning in the Input Space. CoRR (2023)
Gorjan Radevski, Dusan Grujicic, Matthew B. Blaschko, Marie-Francine Moens, Tinne Tuytelaars
Multimodal Distillation for Egocentric Action Recognition. ICCV (2023)
Sebastian Dziadzio, Çagatay Yildiz, Gido M. van de Ven, Tomasz Trzcinski, Tinne Tuytelaars, Matthias Bethge
Disentangled Continual Learning: Separating Memory Edits from Model Updates. CoRR (2023)
Manuele Rusci, Tinne Tuytelaars
On-Device Customization of Tiny Deep Learning Models for Keyword Spotting With Few Examples. IEEE Micro 43 (6) (2023)
Tingyu Qu, Tinne Tuytelaars, Marie-Francine Moens
Weakly Supervised Face Naming with Symmetry-Enhanced Contrastive Loss. WACV (2023)
Tim Lebailly, Tinne Tuytelaars
Global-Local Self-Distillation for Visual Representation Learning. WACV (2023)
Gorjan Radevski, Dusan Grujicic, Marie-Francine Moens, Matthew B. Blaschko, Tinne Tuytelaars
Multimodal Distillation for Egocentric Action Recognition. CoRR (2023)
Sergi Masip, Pau Rodríguez, Tinne Tuytelaars, Gido M. van de Ven
Continual Learning of Diffusion Models with Generative Distillation. CoRR (2023)
Thomas Stegmüller, Tim Lebailly, Behzad Bozorgtabar, Tinne Tuytelaars, Jean-Philippe Thiran
CrOC: Cross-View Online Clustering for Dense Visual Representation Learning. CVPR (2023)
Eli Verwimp, Kuo Yang, Sarah Parisot, Lanqing Hong, Steven McDonagh, Eduardo Pérez-Pellitero, Matthias De Lange, Tinne Tuytelaars
CLAD: A realistic Continual Learning benchmark for Autonomous Driving. Neural Networks 161 (2023)
Minye Wu, Zehao Wang, Georgios Kouros, Tinne Tuytelaars
TeTriRF: Temporal Tri-Plane Radiance Fields for Efficient Free-Viewpoint Video. CoRR (2023)
Thomas Verelst, Tinne Tuytelaars
SegBlocks: Block-Based Dynamic Resolution Networks for Real-Time Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Manuele Rusci, Tinne Tuytelaars
Few-Shot Open-Set Learning for On-Device Customization of KeyWord Spotting Systems. INTERSPEECH (2023)
Thomas Stegmüller, Tim Lebailly, Behzad Bozorgtabar, Tinne Tuytelaars, Jean-Philippe Thiran
CrOC: Cross-View Online Clustering for Dense Visual Representation Learning. CoRR (2023)
Mingxiao Li, Zehao Wang, Tinne Tuytelaars, Marie-Francine Moens
Layout-Aware Dreamer for Embodied Visual Referring Expression Grounding. AAAI (2023)
Henri De Plaen, Pierre-François De Plaen, Johan A. K. Suykens, Marc Proesmans, Tinne Tuytelaars, Luc Van Gool
Unbalanced Optimal Transport: A Unified Framework for Object Detection. CoRR (2023)
Bo Wan, Yongfei Liu, Desen Zhou, Tinne Tuytelaars, Xuming He
Weakly-supervised HOI Detection via Prior-guided Bi-level Representation Learning. ICLR (2023)
Tim Lebailly, Thomas Stegmüller, Behzad Bozorgtabar, Jean-Philippe Thiran, Tinne Tuytelaars
CrIBo: Self-Supervised Learning via Cross-Image Object-Level Bootstrapping. CoRR (2023)
Manuele Rusci, Tinne Tuytelaars
Few-Shot Open-Set Learning for On-Device Customization of KeyWord Spotting Systems. CoRR (2023)
Michal Zajac, Tinne Tuytelaars, Gido M. van de Ven
Prediction Error-based Classification for Class-Incremental Learning. CoRR (2023)
Cédric Picron, Tinne Tuytelaars
EffSeg: Efficient Fine-Grained Instance Segmentation using Structure-Preserving Sparsity. CoRR (2023)
Minye Wu, Tinne Tuytelaars
NeVRF: Neural Video-based Radiance Fields for Long-duration Sequences. CoRR (2023)
Timm Hess, Eli Verwimp, Gido M. van de Ven, Tinne Tuytelaars
Knowledge Accumulation in Continually Learned Representations and the Issue of Feature Forgetting. CoRR (2023)
Zifu Wang, Maxim Berman, Amal Rannen-Triki, Philip H. S. Torr, Devis Tuia, Tinne Tuytelaars, Luc Van Gool, Jiaqian Yu, Matthew B. Blaschko
Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union. NeurIPS (2023)
Thomas Verelst, Paul K. Rubenstein, Marcin Eichner, Tinne Tuytelaars, Maxim Berman
Spatial Consistency Loss for Training Multi-Label Classifiers from Single-Label Annotations. WACV (2023)
Zifu Wang, Maxim Berman, Amal Rannen Triki, Philip H. S. Torr, Devis Tuia, Tinne Tuytelaars, Luc Van Gool, Jiaqian Yu, Matthew B. Blaschko
Revisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union. CoRR (2023)
Liao Wang, Qiang Hu, Qihan He, Ziyu Wang, Jingyi Yu, Tinne Tuytelaars, Lan Xu, Minye Wu
Neural Residual Radiance Fields for Streamably Free-Viewpoint Videos. CVPR (2023)
Henri De Plaen, Pierre-François De Plaen, Johan A. K. Suykens, Marc Proesmans, Tinne Tuytelaars, Luc Van Gool
Unbalanced Optimal Transport: A Unified Framework for Object Detection. CVPR (2023)
Bo Wan, Yongfei Liu, Desen Zhou, Tinne Tuytelaars, Xuming He
Weakly-supervised HOI Detection via Prior-guided Bi-level Representation Learning. CoRR (2023)
Tim Lebailly, Thomas Stegmüller, Behzad Bozorgtabar, Jean-Philippe Thiran, Tinne Tuytelaars
Adaptive Similarity Bootstrapping for Self-Distillation. CoRR (2023)
Bo Wan, Tinne Tuytelaars
Exploiting CLIP for Zero-shot HOI Detection Requires Knowledge Distillation at Multiple Levels. CoRR (2023)
Matthias De Lange, Gido van de Ven, Tinne Tuytelaars
Continual evaluation for lifelong learning: Identifying the stability gap. CoRR (2022)
Flavia Sofia Acerbo, Jan Swevers, Tinne Tuytelaars, Tong Duy Son
Evaluation of MPC-based Imitation Learning for Human-like Autonomous Driving. CoRR (2022)
Klaas Kelchtermans, Tinne Tuytelaars
RARA: Zero-shot Sim2Real Visual Navigation with Following Foreground Cues. IROS (2022)
Shipeng Yan, Lanqing Hong, Hang Xu, Jianhua Han, Tinne Tuytelaars, Zhenguo Li, Xuming He
Generative Negative Text Replay for Continual Vision-Language Pretraining. CoRR (2022)
Tinne Tuytelaars
Keep on Learning. ICPRAM (2022)
Mingxiao Li, Zehao Wang, Tinne Tuytelaars, Marie-Francine Moens
Layout-aware Dreamer for Embodied Referring Expression Grounding. CoRR (2022)
Abhishek Jha, Badri N. Patro, Luc Van Gool, Tinne Tuytelaars
Barlow constrained optimization for Visual Question Answering. CoRR (2022)
Tingyu Qu, Tinne Tuytelaars, Marie-Francine Moens
Weakly Supervised Face Naming with Symmetry-Enhanced Contrastive Loss. CoRR (2022)
Eli Verwimp, Kuo Yang, Sarah Parisot, Lanqing Hong, Steven McDonagh, Eduardo Pérez-Pellitero, Matthias De Lange, Tinne Tuytelaars
CLAD: A realistic Continual Learning benchmark for Autonomous Driving. CoRR (2022)
Thomas Verelst, Paul K. Rubenstein, Marcin Eichner, Tinne Tuytelaars, Maxim Berman
Spatial Consistency Loss for Training Multi-Label Classifiers from Single-Label Annotations. CoRR (2022)
Tim Lebailly, Tinne Tuytelaars
Global-Local Self-Distillation for Visual Representation Learning. CoRR (2022)
Shipeng Yan, Lanqing Hong, Hang Xu, Jianhua Han, Tinne Tuytelaars, Zhenguo Li, Xuming He
Generative Negative Text Replay for Continual Vision-Language Pretraining. ECCV (36) (2022)
Eli Verwimp, Kuo Yang, Sarah Parisot, Lanqing Hong, Steven McDonagh, Eduardo Pérez-Pellitero, Matthias De Lange, Tinne Tuytelaars
Re-examining Distillation For Continual Object Detection. CoRR (2022)
Klaas Kelchtermans, Tinne Tuytelaars
RARA: Zero-shot Sim2Real Visual Navigation with Following Foreground Cues. CoRR (2022)
Flavia Sofia Acerbo, Jan Swevers, Tinne Tuytelaars, Tong Duy Son
MPC-based Imitation Learning for Safe and Human-like Autonomous Driving. CoRR (2022)
Georgios Kouros, Shubham Shrivastava, Cédric Picron, Sushruth Nagesh, Punarjay Chakravarty, Tinne Tuytelaars
Category-Level Pose Retrieval with Contrastive Features Learnt with Occlusion Augmentation. BMVC (2022)
Tim Van De Looverbosch, Jiaqi He, Astrid Tempelaere, Klaas Kelchtermans, Pieter Verboven, Tinne Tuytelaars, Jan Sijbers, Bart M. Nicolaï
Inline nondestructive internal disorder detection in pear fruit using explainable deep anomaly detection on X-ray images. Comput. Electron. Agric. 197 (2022)
Bo Wan, Wenjuan Han, Zilong Zheng, Tinne Tuytelaars
Unsupervised Vision-Language Grammar Induction with Shared Structure Modeling. ICLR (2022)
Andrea Cossu, Tinne Tuytelaars, Antonio Carta, Lucia C. Passaro, Vincenzo Lomonaco, Davide Bacciu
Continual Pre-Training Mitigates Forgetting in Language and Vision. CoRR (2022)
Gido M. van de Ven, Tinne Tuytelaars, Andreas S. Tolias
Three types of incremental learning. Nat. Mac. Intell. 4 (12) (2022)
Zehao Wang, Mingxiao Li, Minye Wu, Marie-Francine Moens, Tinne Tuytelaars
Find a Way Forward: a Language-Guided Semantic Map Navigator. CoRR (2022)
Lucas Caccia, Rahaf Aljundi, Nader Asadi, Tinne Tuytelaars, Joelle Pineau, Eugene Belilovsky
New Insights on Reducing Abrupt Representation Change in Online Continual Learning. ICLR (2022)
Eli Verwimp, Kuo Yang, Sarah Parisot, Lanqing Hong, Steven McDonagh, Eduardo Pérez-Pellitero, Matthias De Lange, Tinne Tuytelaars
Re-examining Distillation for Continual Object Detection. BMVC (2022)
Matthias De Lange, Rahaf Aljundi, Marc Masana, Sarah Parisot, Xu Jia, Ales Leonardis, Gregory G. Slabaugh, Tinne Tuytelaars
A Continual Learning Survey: Defying Forgetting in Classification Tasks. IEEE Trans. Pattern Anal. Mach. Intell. 44 (7) (2022)
Georgios Kouros, Shubham Shrivastava, Cédric Picron, Sushruth Nagesh, Punarjay Chakravarty, Tinne Tuytelaars
Category-Level Pose Retrieval with Contrastive Features Learnt with Occlusion Augmentation. CoRR (2022)
Cédric Picron, Tinne Tuytelaars
Trident Pyramid Networks for Object Detection. BMVC (2022)
Cédric Picron, Punarjay Chakravarty, Tinne Tuytelaars
FQDet: Fast-converging Query-based Detector. CoRR (2022)
Gorjan Radevski, Dusan Grujicic, Matthew B. Blaschko, Marie-Francine Moens, Tinne Tuytelaars
Students taught by multimodal teachers are superior action recognizers. CoRR (2022)
Tom Roussel, Tinne Tuytelaars, Luc Van Eycken
Unsupervised Motion Estimation of Vehicles Using ICP. ICRA (2021)
Thomas Verelst, Tinne Tuytelaars
BlockCopy: High-Resolution Video Processing with Block-Sparse Feature Propagation and Online Policies. CoRR (2021)
Gorjan Radevski, Marie-Francine Moens, Tinne Tuytelaars
Revisiting spatio-temporal layouts for compositional action recognition. BMVC (2021)
Matthias De Lange, Tinne Tuytelaars
Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams. ICCV (2021)
Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu, Antonio Carta, Gabriele Graffieti, Tyler L. Hayes, Matthias De Lange, Marc Masana, Jary Pomponi, Gido M. van de Ven, Martin Mundt, Qi She, Keiland Cooper, Jeremy Forest, Eden Belouadah, Simone Calderara, German Ignacio Parisi, Fabio Cuzzolin, Andreas S. Tolias, Simone Scardapane, Luca Antiga, Subutai Ahmad, Adrian Popescu, Christopher Kanan, Joost van de Weijer, Tinne Tuytelaars, Davide Bacciu, Davide Maltoni
Avalanche: An End-to-End Library for Continual Learning. CVPR Workshops (2021)
Kaili Wang, José Oramas, Tinne Tuytelaars
MinMaxCAM: Improving object coverage for CAM-based Weakly Supervised Object Localization. BMVC (2021)
Marc Masana, Tinne Tuytelaars, Joost van de Weijer
Ternary Feature Masks: Zero-Forgetting for Task-Incremental Learning. CVPR Workshops (2021)

Tinne Tuytelaars.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Tinne Tuytelaars