Cees G. M. Snoek
- 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
- Bayesian Prompt Learning for Image-Language Model Generalization
2022/10/05 by Mohammad Mahdi Derakhshani, Derakhshani, Mohammad Mahdi, Enrique Sánchez +11 · 15 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) #Multimodal Machine Learning Applications #Topic Modeling
- Test of Time: Instilling Video-Language Models with a Sense of Time
2023/01/05 by Piyush Bagad, Makarand Tapaswi, Bagad, Piyush +3 · 10 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
- Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery
2023/10/30 by Sarah Rastegar, Rastegar, Sarah, Hazel Doughty +3 · 11 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Text and Document Classification Technologies #Multimodal Machine Learning Applications
- Graph Neural Networks for Learning Equivariant Representations of Neural Networks
2024/03/18 by Miltiadis Kofinas, B. A. Knyazev, Kofinas, Miltiadis +13 · 12 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
- Beyond Model Adaptation at Test Time: A Survey
2024/11/06 by Zehao Xiao, Cees G. M. Snoek, Xiao, Zehao +1 · 17 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
- PointMixup: Augmentation for Point Clouds
2020/08/14 by Yunlu Chen, Vincent Tao Hu, Chen, Yunlu +11 · 6 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models
2023/03/10 by Tom van Sonsbeek, van Sonsbeek, Tom, Mohammad Mahdi Derakhshani +7 · 8 citations
Computer Science · #68T07 #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
- GeneralAD: Anomaly Detection Across Domains by Attending to Distorted Features
2024/07/17 by Luc P. J. Sträter, Mohammadreza Salehi, Sträter, Luc P. J. +7 · 12 citations
Computer Science · #Anomaly Detection Techniques and Applications #Network Security and Intrusion Detection #Digital Media Forensic Detection
- SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery
2024/08/26 by Sarah Rastegar, Mohammadreza Salehi, Rastegar, Sarah +7 · 12 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Rough Sets and Fuzzy Logic
- Self-Guided Diffusion Models
2022/10/12 by Vincent Tao Hu, Hu, Vincent Tao, David W. Zhang +7 · 6 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
- Motion Flow Matching for Human Motion Synthesis and Editing
2023/12/14 by Vincent Tao Hu, Wenzhe Yin, Hu, Vincent Tao +17 · 6 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Human Pose and Action Recognition
- Anomaly Locality in Video Surveillance
2019/01/29 by Federico Landi, Landi, Federico, Cees G. M. Snoek +3 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #Network Security and Intrusion Detection #Human Pose and Action Recognition
- LifeLonger: A Benchmark for Continual Disease Classification
2022/04/12 by Mohammad Mahdi Derakhshani, Derakhshani, Mohammad Mahdi, Ivona Najdenkoska +11 · 4 citations
Computer Science · Medicine · #68T07 #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Hyperspherical Prototype Networks
2019/01/29 by Pascal Mettes, Elise van der Pol, Mettes, Pascal +3 · 3 citations
Computer Science · Engineering · #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Modular Robots and Swarm Intelligence #Opportunistic and Delay-Tolerant Networks
- TULIP: Token-length Upgraded CLIP
2024/10/13 by Ivona Najdenkoska, Mohammad Mahdi Derakhshani, Najdenkoska, Ivona +9 · 8 citations
Engineering · #Advanced Antenna and Metasurface Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Repetitive Activity Counting by Sight and Sound
2021/03/24 by Yunhua Zhang, Zhang, Yunhua, Ling Shao +3 · 3 citations
Computer Science · #Advanced Vision and Imaging #Human Pose and Action Recognition #Video Analysis and Summarization
- Lost in Time: A New Temporal Benchmark for VideoLLMs
2024/10/10 by Daniel Cores, Cores, Daniel, Michael Dorkenwald +7 · 7 citations
Arts and Humanities · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Subtitles and Audiovisual Media
- Spherical Regression: Learning Viewpoints, Surface Normals and 3D Rotations on n-Spheres
2019/04/10 by Shuai Liao, Efstratios Gavves, Liao, Shuai +3 · 2 citations
Engineering · Computer Science · #Robotics and Sensor-Based Localization #Human Pose and Action Recognition #3D Shape Modeling and Analysis
- Low-Resource Vision Challenges for Foundation Models
2024/01/09 by Yunhua Zhang, Zhang, Yunhua, Hazel Doughty +3 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- R-MAE: Regions Meet Masked Autoencoders
2023/06/08 by Duy-Kien Nguyen, Nguyen, Duy-Kien, Vaibhav Aggarwal +11 · 3 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
- Dance with Flow: Two-in-One Stream Action Detection
2019/04/01 by Jiaojiao Zhao, Zhao, Jiaojiao, Cees G. M. Snoek +1 · 2 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 #Video Surveillance and Tracking Methods
- VideoLSTM Convolves, Attends and Flows for Action Recognition
2016/07/06 by Zhenyang Li, Efstratios Gavves, Li, Zhenyang +5 · 2 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
- Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations
2023/08/22 by Mohammadreza Salehi, Salehi, Mohammadreza, Efstratios Gavves +5 · 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
- Learning to Generalize across Domains on Single Test Samples
2022/02/16 by Zehao Xiao, Xiantong Zhen, Xiao, Zehao +5 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Domain Adaptation and Few-Shot Learning #Cancer-related molecular mechanisms research
- Audio-Adaptive Activity Recognition Across Video Domains
2022/03/27 by Yunhua Zhang, Zhang, Yunhua, Hazel Doughty +5 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Music and Audio Processing #Speech and Audio Processing
- Objects2action: Classifying and localizing actions without any video\n example
2015/10/23 by Mihir Jain, Jain, Mihir, Jan van Gemert +5 · 3 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
- Tubelet-Contrastive Self-Supervision for Video-Efficient Generalization
2023/03/20 by Fida Mohammad Thoker, Thoker, Fida Mohammad, Hazel Doughty +3 · 2 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition
- The Sound of Water: Inferring Physical Properties from Pouring Liquids
2024/11/18 by Piyush Bagad, Makarand Tapaswi, Bagad, Piyush +5 · 1 voice · 3 citations
#cs.CV #cs.MM #cs.SD #eess.AS
- Focus for Free in Density-Based Counting
2023/06/08 by Zenglin Shi, Shi, Zenglin, Pascal Mettes +3 · 2 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Video Surveillance and Tracking Methods
- Learning to Learn Kernels with Variational Random Features
2020/06/11 by Xiantong Zhen, Haoliang Sun, Zhen, Xiantong +11 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM
- Kernel Continual Learning
2021/07/12 by Mahammad Mahdi Derakhshani, Derakhshani, Mohammad Mahdi, Xiantong Zhen +5 · 2 citations
Computer Science · #Domain Adaptation and Few-Shot Learning
- LiftPool: Bidirectional ConvNet Pooling
2021/04/02 by Jiaojiao Zhao, Zhao, Jiaojiao, Cees G. M. Snoek +1 · 1 citation
Computer Science · #Advanced Data Compression Techniques #Advanced Steganography and Watermarking Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Coding and Compression Technologies
- MetaKernel: Learning Variational Random Features with Limited Labels
2021/05/08 by Yingjun Du, Haoliang Sun, Du, Yingjun +11 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #COVID-19 diagnosis using AI #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation
2024/11/07 by Jie Liu, Liu, Jie, Zhou, Pan +10 · 2 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Complex Systems and Decision Making #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Semantic Web and Ontologies
- MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks
2023/05/17 by Wenfang Sun, Sun, Wenfang, Yingjun Du +9 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
- Energy-Based Test Sample Adaptation for Domain Generalization
2023/02/22 by Zehao Xiao, Xiao, Zehao, Xiantong Zhen +5 · 1 citation
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Topic Modeling
- Learning Unseen Modality Interaction
2023/06/22 by Yunhua Zhang, Zhang, Yunhua, Hazel Doughty +3 · 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 #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications
- Unlocking Spatial Comprehension in Text-to-Image Diffusion Models
2023/11/28 by Mohammad Mahdi Derakhshani, Menglin Xia, Derakhshani, Mohammad Mahdi +7 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- Beyond Coarse-Grained Matching in Video-Text Retrieval
2024/10/16 by Aozhu Chen, Hazel Doughty, Chen, Aozhu +5 · 1 voice · 1 citation
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #cs.CL #cs.CV #cs.MM
- Data Augmentations in Deep Weight Spaces
2023/11/15 by Aviv Shamsian, Shamsian, Aviv, David W. Zhang +23 · 1 citation
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG)
- Commonsense Video Question Answering through Video-Grounded Entailment Tree Reasoning
2025/01/09 by Huabin Liu, Liu, Huabin, Filip Ilievski +3 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Topic Modeling
- MoAlign: Motion-Centric Representation Alignment for Video Diffusion Models
2025/10/21 by Aritra Bhowmik, Denis Korzhenkov, Bhowmik, Aritra +7 · 5 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Human Pose and Action Recognition
- LocoMotion: Learning Motion-Focused Video-Language Representations
2024/10/15 by Hazel Doughty, Doughty, Hazel, Fida Mohammad Thoker +3 · 1 citation
Arts and Humanities · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Subtitles and Audiovisual Media
- Prompt Diffusion Robustifies Any-Modality Prompt Learning
2024/10/26 by Yingjun Du, Du, Yingjun, Gaowen Liu +9 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Neural Networks and Applications
- Crane: Context-Guided Prompt Learning and Attention Refinement for Zero-Shot Anomaly Detection
2025/04/15 by Salehi, Alireza, Mohammadreza Salehi, Salehi, Mohammadreza +8 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
- Foundation Models in Medical Imaging: A Review and Outlook
2025/06/10 by Vivien van Veldhuizen, van Veldhuizen, Vivien, Vanessa Botha +23 · 2 citations
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Retinal Imaging and Analysis #electronic engineering #information engineering