Doughty, Hazel
- Scaling Egocentric Vision: The EPIC-KITCHENS Dataset
2018/04/08 by Dima Damen, Damen, Dima, Hazel Doughty +19 · 92 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
- The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines
2020/04/29 by Dima Damen, Damen, Dima, Hazel Doughty +19 · 35 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- HD-EPIC: A Highly-Detailed Egocentric Video Dataset
2025/02/06 by Toby Perrett, Ahmad Darkhalil, Perrett, Toby +36 · 1 voice · 26 citations
Computer Science · #Advanced Vision and Imaging #Video Analysis and Summarization #Video Coding and Compression Technologies
- Skeleton-Contrastive 3D Action Representation Learning
2021/08/08 by Thoker, Fida Mohammad, Doughty, Hazel, Snoek, Cees G. M. · 8 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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
- The Pros and Cons: Rank-aware Temporal Attention for Skill Determination\n in Long Videos
2018/12/13 by Hazel Doughty, Walterio Mayol‐Cuevas, Doughty, Hazel +3 · 5 citations
Computer Science · #Visual Attention and Saliency Detection #Multimodal Machine Learning Applications #Online Learning and Analytics
- SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery
2024/08/26 by Sarah Rastegar, Rastegar, Sarah, Mohammadreza Salehi +7 · 13 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
- Action Modifiers: Learning from Adverbs in Instructional Videos
2019/12/13 by Doughty, Hazel, Laptev, Ivan, Mayol-Cuevas, Walterio +1 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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
- Audio-Adaptive Activity Recognition Across Video Domains
2022/03/27 by Yunhua Zhang, Hazel Doughty, Zhang, Yunhua +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
- 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
- On Semantic Similarity in Video Retrieval
2021/03/18 by Wray, Michael, Doughty, Hazel, Damen, Dima · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- How Severe is Benchmark-Sensitivity in Video Self-Supervised Learning?
2022/03/27 by Thoker, Fida Mohammad, Doughty, Hazel, Bagad, Piyush +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Day2Dark: Pseudo-Supervised Activity Recognition beyond Silent Daylight
2022/12/05 by Zhang, Yunhua, Doughty, Hazel, Snoek, Cees G. M. · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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
- Beyond Coarse-Grained Matching in Video-Text Retrieval
2024/10/16 by Aozhu Chen, Chen, Aozhu, Hazel Doughty +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
- 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
- SEVERE++: Evaluating Benchmark Sensitivity in Generalization of Video Representation Learning
2025/04/08 by Thoker, Fida Mohammad, Jiang, Letian, Zhao, Chen +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences