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James M. Rehg

  1. Ego4D: Around the World in 3,000 Hours of Egocentric Video
    2021/10/13 by Kristen Grauman, Andrew Westbury, Grauman, Kristen +175 · 1 voice · 350 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Participatory Visual Research Methods #Video Surveillance and Tracking Methods #cs.AI #cs.CV
  2. Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives
    2023/11/30 by Kristen Grauman, Grauman, Kristen, Andrew Westbury +197 · 146 citations
    Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Anomaly Detection Techniques and Applications
  3. RAVE: Randomized Noise Shuffling for Fast and Consistent Video Editing with Diffusion Models
    2023/12/07 by Ozgur Kara, Özgür Kara, Kara, Ozgur +9 · 1 voice · 42 citations
    Computer Science · #cs.CV
  4. Information Theoretic Model Predictive Control: Theory and Applications\n to Autonomous Driving
    2017/07/07 by Grady Williams, Paul Drews, Williams, Grady +7 · 40 citations
    Engineering · #Advanced Control Systems Optimization #Control Systems and Identification #FOS: Computer and information sciences #Fault Detection and Control Systems #Robotics (cs.RO)
  5. The Secrets of Salient Object Segmentation
    2014/06/11 by Yin Li, Xiaodi Hou, Li, Yin +8 · 19 citations
    Computer Science · Neuroscience · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face Recognition and Perception #Visual Attention and Saliency Detection #cs.CV
  6. Gaze-LLE: Gaze Target Estimation via Large-Scale Learned Encoders
    2024/12/12 by Fiona Ryan, Ajay Bati, Ryan, Fiona +10 · 3 voices · 11 citations
    Computer Science · Engineering · #Gaze Tracking and Assistive Technology #Hand Gesture Recognition Systems #Gait Recognition and Analysis
  7. In the Eye of the Beholder: Gaze and Actions in First Person Video
    2020/05/31 by Yin Li, Li, Yin, Miao Liu +3 · 11 citations
    Computer Science · Engineering · #Human Pose and Action Recognition #Hand Gesture Recognition Systems #Gait Recognition and Analysis
  8. In the Eye of Transformer: Global-Local Correlation for Egocentric Gaze Estimation
    2022/08/08 by Bolin Lai, Miao Liu, Lai, Bolin +5 · 14 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Neonatal and fetal brain pathology #Retinopathy of Prematurity Studies
  9. Detecting Attended Visual Targets in Video
    2020/03/05 by Eunji Chong, Chong, Eunji, Yongxin Wang +5 · 10 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Neonatal and fetal brain pathology #Visual Attention and Saliency Detection
  10. Decoupled Networks
    2018/04/22 by Weiyang Liu, Liu, Weiyang, Zhen Liu +13 · 8 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Distributed systems and fault tolerance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  11. Regularizing Neural Networks via Minimizing Hyperspherical Energy
    2019/06/12 by Rongmei Lin, Weiyang Liu, Lin, Rongmei +13 · 7 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Sparse and Compressive Sensing Techniques
  12. No RL, No Simulation: Learning to Navigate without Navigating
    2021/10/18 by Meera Hahn, Hahn, Meera, Devendra Singh Chaplot +9 · 8 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics
  13. Connecting Gaze, Scene, and Attention: Generalized Attention Estimation via Joint Modeling of Gaze and Scene Saliency
    2018/07/27 by Eunji Chong, Nataniel Ruiz, Chong, Eunji +9 · 6 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Retinal Imaging and Analysis #Visual Attention and Saliency Detection
  14. Unsupervised 3D Pose Estimation with Geometric Self-Supervision
    2019/04/09 by Ching-Hang Chen, Ambrish Tyagi, Chen, Ching-Hang +11 · 6 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Hand Gesture Recognition Systems #Human Pose and Action Recognition
  15. Learning to Generate Synthetic Data via Compositing
    2019/04/10 by Shashank Tripathi, Siddhartha Chandra, Tripathi, Shashank +9 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  16. Orthogonal Over-Parameterized Training
    2020/04/09 by Weiyang Liu, Liu, Weiyang, Rongmei Lin +12 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural Networks and Applications
  17. SPAR3D: Stable Point-Aware Reconstruction of 3D Objects from Single Images
    2025/01/08 by Zixuan Huang, Huang, Zixuan, Mark Boss +7 · 19 citations
    Computer Science · Earth and Planetary Sciences · Medicine · #Image Processing and 3D Reconstruction #3D Surveying and Cultural Heritage #Medical Imaging Techniques and Applications
  18. MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs
    2024/06/24 by Wenqian Ye, Ye, Wenqian, Liu, Bohan +13 · 14 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  19. Iterative Machine Teaching
    2017/05/30 by Weiyang Liu, Liu, Weiyang, Bo Dai +13 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Stochastic Gradient Optimization Techniques
  20. LEGO: Learning EGOcentric Action Frame Generation via Visual Instruction Tuning
    2023/12/06 by Bolin Lai, Lai, Bolin, Xiaoliang Dai +9 · 10 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  21. LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs
    2023/12/07 by Yunsheng Ma, Ma, Yunsheng, Can Cui +21 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  22. Medical Video Generation for Disease Progression Simulation
    2024/11/18 by Xu Cao, Kaizhao Liang, Cao, Xu +17 · 1 voice · 5 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Machine Learning in Healthcare #cs.AI #cs.CV
  23. ZeroShape: Regression-based Zero-shot Shape Reconstruction
    2023/12/21 by Zixuan Huang, Stefan Stojanov, Huang, Zixuan +7 · 10 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical measurement and interference techniques
  24. Tripping through time: Efficient Localization of Activities in Videos
    2019/04/22 by Meera Hahn, Asim Kadav, Hahn, Meera +5 · 6 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  25. Motion Coherent Tracking Using Multi-label MRF Optimization
    2011/12/20 by David Tsai, Matthew Flagg, Atsushi Nakazawa +1 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Video Analysis and Summarization #Video Surveillance and Tracking Methods
  26. Aggressive Deep Driving: Model Predictive Control with a CNN Cost Model
    2017/07/17 by Paul Drews, Grady Williams, Drews, Paul +7 · 4 citations
    Computer Science · Engineering · #68T40 #Advanced Neural Network Applications #Advanced Vision and Imaging #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Robotics (cs.RO)
  27. Pulse-PPG: An Open-Source Field-Trained PPG Foundation Model for Wearable Applications Across Lab and Field Settings
    2025/02/03 by Mithun Saha, Saha, Mithun, Maxwell A. Xu +9 · 13 citations
    Engineering · #Artificial Intelligence (cs.AI) #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  28. Unsupervised Learning of Edges
    2015/11/13 by Yin Li, Manohar Paluri, Li, Yin +5 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  29. Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation
    2018/04/12 by Zhaoyang Lv, Lv, Zhaoyang, Kihwan Kim +9 · 3 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Robotics and Sensor-Based Localization
  30. Modeling Multimodal Social Interactions: New Challenges and Baselines with Densely Aligned Representations
    2024/03/04 by Sangmin Lee, Bolin Lai, Lee, Sangmin +7 · 5 citations
    Computer Science · Social Sciences · #Speech and dialogue systems #Educational Tools and Methods
  31. 3x2: 3D Object Part Segmentation by 2D Semantic Correspondences
    2024/07/12 by Anh Thai, Thai, Anh, Wei‐Yao Wang +9 · 7 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Industrial Vision Systems and Defect Detection
  32. The Audio-Visual Conversational Graph: From an Egocentric-Exocentric Perspective
    2023/12/20 by Wenqi Jia, Jia, Wenqi, Miao Liu +11 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Music and Audio Processing #Video Analysis and Summarization
  33. ShotAdapter: Text-to-Multi-Shot Video Generation with Diffusion Models
    2025/05/12 by Özgür Kara, Krishna Kumar Singh, Kara, Ozgur +9 · 13 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Video Analysis and Summarization
  34. Werewolf Among Us: A Multimodal Dataset for Modeling Persuasion Behaviors in Social Deduction Games
    2022/12/16 by Bolin Lai, Lai, Bolin, Hongxin Zhang +15 · 3 citations
    Psychology · Arts and Humanities · Computer Science · #Language, Metaphor, and Cognition #Media Influence and Health #Sentiment Analysis and Opinion Mining
  35. Learning Dense Object Descriptors from Multiple Views for Low-shot Category Generalization
    2022/11/28 by Stefan Stojanov, Stojanov, Stefan, Anh Thai +5 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  36. Approximate Inverse Reinforcement Learning from Vision-based Imitation\n Learning
    2020/04/16 by Keuntaek Lee, Lee, Keuntaek, Bogdan Vlahov +7 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms #Robotics (cs.RO)
  37. Towards Social AI: A Survey on Understanding Social Interactions
    2024/09/05 by Sangmin Lee, Lee, Sangmin, Minzhi Li +19 · 5 citations
    Social Sciences · #Ethics and Social Impacts of AI
  38. Symmetry Strikes Back: From Single-Image Symmetry Detection to 3D Generation
    2024/11/26 by Xiang Li, Zixuan Huang, Li, Xiang +5 · 5 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · Engineering · #Optical measurement and interference techniques #Cell Image Analysis Techniques #Image Processing Techniques and Applications
  39. Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation
    2024/12/02 by Bolin Lai, Lai, Bolin, Felix Juefei-Xu +19 · 5 citations
    Engineering · Computer Science · #Image Processing Techniques and Applications #Advanced Image Processing Techniques #Advanced Vision and Imaging
  40. Action2Vec: A Crossmodal Embedding Approach to Action Learning
    2019/01/02 by Meera Hahn, Hahn, Meera, Andrew Silva +3 · 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
  41. Explaining a machine learning decision to physicians via counterfactuals
    2023/06/10 by Supriya Nagesh, Nagesh, Supriya, Nina Mishra +9 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
  42. DiffVax: Optimization-Free Image Immunization Against Diffusion-Based Editing
    2024/11/27 by Tarik Can Ozden, Ozden, Tarik Can, Özgür Kara +11 · 4 citations
    Computer Science · Engineering · #Advanced Steganography and Watermarking Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
  43. PointInfinity: Resolution-Invariant Point Diffusion Models
    2024/04/04 by Zixuan Huang, Justin C. Johnson, Huang, Zixuan +7 · 2 citations
    Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Markov Chains and Monte Carlo Methods
  44. LSM-2: Learning from Incomplete Wearable Sensor Data
    2025/06/05 by Maxwell A. Xu, Girish Narayanswamy, Xu, Maxwell A. +47 · 6 citations
    Computer Science · Engineering · #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Non-Invasive Vital Sign Monitoring
  45. Locally Weighted Regression Pseudo-Rehearsal for Online Learning of Vehicle Dynamics
    2019/05/13 by Grady Williams, Brian Goldfain, Williams, Grady +5 · 2 citations
    Computer Science · Physics and Astronomy · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Model Reduction and Neural Networks #Robotics (cs.RO)
  46. Autonomous Racing with AutoRally Vehicles and Differential Games
    2017/07/14 by Grady Williams, Brian Goldfain, Williams, Grady +7 · 1 citation
    Computer Science · Engineering · #Advanced Control Systems Optimization #FOS: Computer and information sciences #Robotic Path Planning Algorithms #Robotics (cs.RO) #Vehicle Dynamics and Control Systems
  47. SocialGesture: Delving into Multi-person Gesture Understanding
    2025/04/03 by Xu Cao, Cao, Xu, Pranav Virupaksha +11 · 4 citations
    Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Hearing Impairment and Communication
  48. Transformers for prompt-level EMA non-response prediction
    2021/11/01 by Supriya Nagesh, Alexander Moreno, Nagesh, Supriya +21 · 1 citation
    Computer Science · Psychology · #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #Digital Mental Health Interventions #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mental Health Research Topics
  49. Automatic Variational ABC
    2016/06/28 by Alexander Moreno, Moreno, Alexander, Tameem Adel +7 · 1 citation
    Mathematics · Computer Science · #Markov Chains and Monte Carlo Methods #Machine Learning and Algorithms #Gaussian Processes and Bayesian Inference