Crandall, David
- Ego4D: Around the World in 3,000 Hours of Egocentric Video
2021/10/13 by Kristen Grauman, Grauman, Kristen, Andrew Westbury +166 · 254 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
- Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives
2023/11/30 by Kristen Grauman, Grauman, Kristen, Andrew Westbury +197 · 109 citations
Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Anomaly Detection Techniques and Applications
- Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models
2016/10/07 by Ashwin K. Vijayakumar, Michael Cogswell, Vijayakumar, Ashwin K +11 · 60 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Explainable Artificial Intelligence (XAI)
- Why M Heads are Better than One: Training a Diverse Ensemble of Deep Networks
2015/11/19 by Stefan Lee, Senthil Purushwalkam, Lee, Stefan +7 · 37 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification #Anomaly Detection Techniques and Applications
- Stochastic Multiple Choice Learning for Training Diverse Deep Ensembles
2016/06/24 by Stefan Lee, Lee, Stefan, Senthil Purushwalkam +9 · 10 citations
Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Stochastic Gradient Optimization Techniques
- A Survey on Deep Learning Technique for Video Segmentation
2021/07/02 by Zhou, Tianfei, Porikli, Fatih, Crandall, David +2 · 13 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- PlaceRaider: Virtual Theft in Physical Spaces with Smartphones
2012/09/26 by Robert Templeman, Templeman, Robert, Zahid Rahman +5 · 2 voices
Computer Science · #Advanced Malware Detection Techniques #User Authentication and Security Systems #Video Surveillance and Tracking Methods
- VindLU: A Recipe for Effective Video-and-Language Pretraining
2022/12/09 by Cheng, Feng, Wang, Xizi, Lei, Jie +3 · 8 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Transformer for Object Re-Identification: A Survey
2024/01/13 by Ye, Mang, Chen, Shuoyi, Li, Chenyue +3 · 8 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- LoCoNet: Long-Short Context Network for Active Speaker Detection
2023/01/19 by Xizi Wang, Feng Cheng, Wang, Xizi +5 · 6 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
- HOPE-Net: A Graph-based Model for Hand-Object Pose Estimation
2020/03/31 by Doosti, Bardia, Naha, Shujon, Mirbagheri, Majid +1 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- When, Where, and What? A New Dataset for Anomaly Detection in Driving Videos
2020/04/06 by Yao, Yu, Wang, Xizi, Xu, Mingze +3 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Learning Video Object Segmentation from Unlabeled Videos
2020/03/10 by Xiankai Lu, Wenguan Wang, Lu, Xiankai +9 · 2 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 #Visual Attention and Saliency Detection
- Whose hand is this? Person Identification from Egocentric Hand Gestures
2020/11/17 by Tsutsui, Satoshi, Fu, Yanwei, Crandall, David · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Error Diagnosis of Deep Monocular Depth Estimation Models
2021/11/15 by Jagpreet Chawla, Chawla, Jagpreet, Nikhil Thakurdesai +9 · 2 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Image Processing Techniques and Applications #Optical measurement and interference techniques
- ScreenAvoider: Protecting Computer Screens from Ubiquitous Cameras
2014/11/28 by Mohammed Korayem, Robert Templeman, Korayem, Mohammed +7 · 1 citation
Computer Science · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #User Authentication and Security Systems #Video Surveillance and Tracking Methods
- TimeRefine: Temporal Grounding with Time Refining Video LLM
2024/12/12 by Wang, Xizi, Cheng, Feng, Wang, Ziyang +6 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Conveying Situational Information to People with Visual Impairments
2019/04/12 by Ahmed, Tousif, Hasan, Rakibul, Connelly, Kay +2 · 1 citation
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- A Self Validation Network for Object-Level Human Attention Estimation
2019/10/31 by Zehua Zhang, Zhang, Zehua, Chen Yu +3 · 1 citation
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
- A Computational Model of Early Word Learning from the Infant's Point of View
2020/06/04 by Satoshi Tsutsui, Arjun Chandrasekaran, Tsutsui, Satoshi +7 · 1 citation
Computer Science · Psychology · #Advanced Image and Video Retrieval Techniques #Child and Animal Learning Development #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Deep Tiered Image Segmentation For Detecting Internal Ice Layers in Radar Imagery
2020/10/08 by Yuchen Wang, Mingze Xu, Wang, Yuchen +9 · 1 citation
Earth and Planetary Sciences · Environmental Science · #Arctic and Antarctic ice dynamics #Computer Vision and Pattern Recognition (cs.CV) #Cryospheric studies and observations #FOS: Computer and information sciences #Methane Hydrates and Related Phenomena
- SePaint: Semantic Map Inpainting via Multinomial Diffusion
2023/03/05 by Zheng Chen, Deepak Duggirala, Chen, Zheng +7 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing
- Polyline Generative Navigable Space Segmentation for Autonomous Visual Navigation
2021/10/29 by Chen, Zheng, Ding, Zhengming, Crandall, David +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
- Multi-resolution Guided 3D GANs for Medical Image Translation
2024/11/30 by Ha, Juhyung, Park, Jong Sung, Crandall, David +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Active Object Manipulation Facilitates Visual Object Learning: An Egocentric Vision Study
2019/06/04 by Satoshi Tsutsui, Tsutsui, Satoshi, Dian Zhi +7 · 1 citation
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Visual Attention and Saliency Detection
- What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning
2025/03/27 by Kung, Chi-Hsi, Ramirez, Frangil, Ha, Juhyung +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences