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Tinne Tuytelaars

  1. Dynamic Filter Networks
    2016/05/31 by Bert De Brabandere, Xu Jia, De Brabandere, Bert +5 · 29 citations
    Computer Science · #Advanced Vision and Imaging #Advanced Image Processing Techniques #Image Enhancement Techniques
  2. Expert Gate: Lifelong Learning with a Network of Experts
    2016/11/18 by Rahaf Aljundi, Aljundi, Rahaf, Punarjay Chakravarty +3 · 28 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (stat.ML) #Machine Learning in Healthcare #Multimodal Machine Learning Applications
  3. New Insights on Reducing Abrupt Representation Change in Online Continual Learning
    2021/04/11 by Lucas Caccia, Rahaf Aljundi, Caccia, Lucas +9 · 34 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. New Insights on Reducing Abrupt Representation Change in Online Continual Learning
    2022/03/08 by Lucas Caccia, Rahaf Aljundi, Caccia, Lucas +9 · 33 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. Pose Guided Person Image Generation
    2017/05/25 by Liqian Ma, Xu Jia, Ma, Liqian +9 · 19 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition
  6. Online Action Detection
    2016/04/21 by Roeland De Geest, Efstratios Gavves, De Geest, Roeland +9 · 10 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  7. Matching Widely Separated Views Based on Affine Invariant Regions
    2004/03/20 by Tinne Tuytelaars, Luc Van Gool · 5 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Advanced Image and Video Retrieval Techniques #Robotics and Sensor-Based Localization
  8. Neural Residual Radiance Fields for Streamably Free-Viewpoint Videos
    2023/04/10 by Liao Wang, Qiang Hu, Wang, Liao +13 · 11 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis
  9. CLAD: A realistic Continual Learning benchmark for Autonomous Driving
    2022/10/07 by Eli Verwimp, Verwimp, Eli, Kuo Yang +13 · 7 citations
    Computer Science · Dentistry · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Dental Research and COVID-19 #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. A Deeper Look at Dataset Bias
    2015/05/06 by Tatiana Tommasi, Tommasi, Tatiana, Novi Patricia +5 · 4 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning
  11. Multimodal Distillation for Egocentric Action Recognition
    2023/07/14 by Gorjan Radevski, Radevski, Gorjan, Dusan Grujicic +7 · 8 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  12. Continual evaluation for lifelong learning: Identifying the stability gap
    2022/05/26 by Matthias De Lange, Gido M. van de Ven, De Lange, Matthias +3 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Visual Explanation by Interpretation: Improving Visual Feedback Capabilities of Deep Neural Networks
    2017/12/18 by José Oramas, Oramas, Jose, Kaili Wang +3 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Anomaly Detection Techniques and Applications #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  14. A Testbed for Cross-Dataset Analysis
    2014/02/24 by Tatiana Tommasi, Tinne Tuytelaars, Tommasi, Tatiana +3 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  15. Subspace Alignment For Domain Adaptation
    2014/09/18 by Basura Fernando, Amaury Habrard, Fernando, Basura +5 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Respiratory viral infections research
  16. Few-Shot Open-Set Learning for On-Device Customization of KeyWord Spotting Systems
    2023/06/03 by Manuele Rusci, Tinne Tuytelaars, Rusci, Manuele +1 · 4 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing
  17. Selfless Sequential Learning
    2018/06/14 by Rahaf Aljundi, Aljundi, Rahaf, Marcus Rohrbach +3 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM
  18. Visually-Aware Context Modeling for News Image Captioning
    2023/08/16 by Tingyu Qu, Tinne Tuytelaars, Qu, Tingyu +3 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
  19. Cross-modal Supervision for Learning Active Speaker Detection in Video
    2016/03/29 by Punarjay Chakravarty, Chakravarty, Punarjay, Tinne Tuytelaars +1 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing
  20. Implicit Gaussian Splatting with Efficient Multi-Level Tri-Plane Representation
    2024/08/19 by Minye Wu, Tinne Tuytelaars, Wu, Minye +1 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Object Detection Techniques
  21. Deep Reflectance Maps
    2015/11/13 by Konstantinos Rematas, Tobias Ritschel, Rematas, Konstantinos +7 · 2 citations
    Physics and Astronomy · Computer Science · #Color Science and Applications #Image Enhancement Techniques #Computer Graphics and Visualization Techniques
  22. Generative Negative Text Replay for Continual Vision-Language Pretraining
    2022/10/31 by Shipeng Yan, Lanqing Hong, Yan, Shipeng +11 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  23. Unbalanced Optimal Transport: A Unified Framework for Object Detection
    2023/07/05 by Henri De Plaen, Pierre-François De Plaen, De Plaen, Henri +9 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. What Is Around The Camera?
    2016/11/28 by Stamatios Georgoulis, Georgoulis, Stamatios, Konstantinos Rematas +9 · 1 citation
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
  25. An Analysis of Human-centered Geolocation
    2017/07/10 by Kaili Wang, Yu-Hui Huang, Wang, Kaili +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
  26. TeTriRF: Temporal Tri-Plane Radiance Fields for Efficient Free-Viewpoint Video
    2023/12/10 by Minye Wu, Zehao Wang, Wu, Minye +5 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  27. Automatic Recall Machines: Internal Replay, Continual Learning and the Brain
    2020/06/22 by Xu Ji, João F. Henriques, Ji, Xu +5 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Neurons and Cognition (q-bio.NC)
  28. On the Exploration of Incremental Learning for Fine-grained Image Retrieval
    2020/10/15 by Wei Chen, Yu Liu, Chen, Wei +9 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  29. Modeling Visual Compatibility through Hierarchical Mid-level Elements
    2016/03/31 by José Oramas, Oramas, Jose, Tinne Tuytelaars +1 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  30. Navigating the Nuances: A Fine-grained Evaluation of Vision-Language Navigation
    2024/09/25 by Zehao Wang, Minye Wu, Wang, Zehao +9 · 2 citations
    Computer Science · Engineering · Psychology · #Artificial Intelligence (cs.AI) #Categorization, perception, and language #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Spatial Cognition and Navigation #Speech and dialogue systems
  31. TS-LLaVA: Constructing Visual Tokens through Thumbnail-and-Sampling for Training-Free Video Large Language Models
    2024/11/17 by Tingyu Qu, Qu, Tingyu, Mingxiao Li +5 · 2 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  32. DAVE: Diagnostic benchmark for Audio Visual Evaluation
    2025/03/12 by Gorjan Radevski, Radevski, Gorjan, Teodora Popordanoska +5 · 2 citations
    Computer Science · #Music and Audio Processing
  33. Prediction Error-based Classification for Class-Incremental Learning
    2023/05/30 by Michał Zając, Tinne Tuytelaars, Zając, Michał +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare
  34. Diversity-Driven View Subset Selection for Indoor Novel View Synthesis
    2024/09/11 by Zehao Wang, Wang, Zehao, Han Zhou +7 · 1 citation
    Computer Science · Environmental Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
  35. Protecting multimodal large language models against misleading visualizations
    2025/02/27 by Jonathan Tonglet, Tonglet, Jonathan, Tinne Tuytelaars +5 · 2 voices · 2 citations
    #cs.CL
  36. Predicting the Susceptibility of Examples to Catastrophic Forgetting
    2024/06/14 by Guy Hacohen, Tinne Tuytelaars, Hacohen, Guy +1 · 1 citation
    Social Sciences · #Education and Critical Thinking Development #FOS: Computer and information sciences #Higher Education Learning Practices #Machine Learning (cs.LG)
  37. Introducing Routing Functions to Vision-Language Parameter-Efficient Fine-Tuning with Low-Rank Bottlenecks
    2024/03/14 by Tingyu Qu, Tinne Tuytelaars, Qu, Tingyu +3 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #DNA and Biological Computing #Constraint Satisfaction and Optimization #Embedded Systems Design Techniques
  38. Learning to Route for Dynamic Adapter Composition in Continual Learning with Language Models
    2024/08/16 by Vladimir Araujo, Araujo, Vladimir, Marie‐Francine Moens +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis
  39. Continual Learning Should Move Beyond Incremental Classification
    2025/02/17 by Rupert Mitchell, Mitchell, Rupert, Antonio Alliegro +40 · 1 voice · 1 citation
    Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification
  40. A Simple Framework for Open-Vocabulary Zero-Shot Segmentation
    2024/06/23 by Thomas Stegmüller, Stegmüller, Thomas, Tim Lebailly +9 · 1 citation
    Materials Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Nuclear Materials and Properties