Gedas Bertasius
- Is Space-Time Attention All You Need for Video Understanding?
2021/02/09 by Gedas Bertasius, Bertasius, Gedas, Heng Wang +3 · 180 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition
- Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives
2023/11/30 by Kristen Grauman, Andrew Westbury, Grauman, Kristen +197 · 93 citations
Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Anomaly Detection Techniques and Applications
- VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos
2024/05/29 by Ziyang Wang, Shoubin Yu, Wang, Ziyang +11 · 51 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia Communication and Technology #Natural Language Processing Techniques #Video Analysis and Summarization
- A Simple LLM Framework for Long-Range Video Question-Answering
2023/12/28 by C. Zhang, Taixi Lu, Zhang, Ce +11 · 32 citations
Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Advanced Image and Video Retrieval Techniques
- Video ReCap: Recursive Captioning of Hour-Long Videos
2024/02/20 by Md. Mohaiminul Islam, Ngan Ho, Islam, Md Mohaiminul +9 · 14 citations
Arts and Humanities · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media #Video Analysis and Summarization
- TALLFormer: Temporal Action Localization with a Long-memory Transformer
2022/04/04 by Feng Cheng, Gedas Bertasius, Cheng, Feng +1 · 7 citations
Computer Science · Medicine · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Stroke Rehabilitation and Recovery
- Unified Coarse-to-Fine Alignment for Video-Text Retrieval
2023/09/18 by Ziyang Wang, Yi-Lin Sung, Wang, Ziyang +7 · 7 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Video Analysis and Summarization
- DeepEdge: A Multi-Scale Bifurcated Deep Network for Top-Down Contour\n Detection
2014/12/02 by Gedas Bertasius, Bertasius, Gedas, Jianbo Shi +3 · 6 citations
Computer Science · Engineering · #Medical Image Segmentation Techniques #Advanced Neural Network Applications #Industrial Vision Systems and Defect Detection
- ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding
2025/06/02 by Yiyang Zhou, Youzhou He, Zhou, Yiyang +11 · 23 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Healthcare #Reinforcement Learning in Robotics
- SimpleClick: Interactive Image Segmentation with Simple Vision Transformers
2022/10/20 by Qin Liu, Zhenlin Xu, Liu, Qin +5 · 5 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Visual Attention and Saliency Detection
- Am I a Baller? Basketball Performance Assessment from First-Person Videos
2016/11/16 by Gedas Bertasius, Bertasius, Gedas, Hyun Soo Park +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 #Video Analysis and Summarization
- Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences
2024/01/19 by Xiyao Wang, Wang, Xiyao, Yuhang Zhou +21 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Object Detection in Video with Spatiotemporal Sampling Networks
2018/03/15 by Gedas Bertasius, Bertasius, Gedas, Lorenzo Torresani +3 · 5 citations
Computer Science · #Advanced Neural Network Applications #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning
- Efficient Movie Scene Detection using State-Space Transformers
2022/12/29 by Md. Mohaiminul Islam, Mahmudul Hasan, Islam, Md Mohaiminul +7 · 4 citations
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition
- LoCoNet: Long-Short Context Network for Active Speaker Detection
2023/01/19 by Xizi Wang, Feng Cheng, Wang, Xizi +5 · 4 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
- Learning To Recognize Procedural Activities with Distant Supervision
2022/01/26 by Xudong Lin, Fabio Petroni, Lin, Xudong +9 · 3 citations
Computer Science · #Human Pose and Action Recognition #Video Analysis and Summarization #Music and Audio Processing
- ReVisionLLM: Recursive Vision-Language Model for Temporal Grounding in Hour-Long Videos
2024/11/22 by Tanveer Hannan, Md. Mohaiminul Islam, Hannan, Tanveer +7 · 8 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
- ReBot: Scaling Robot Learning with Real-to-Sim-to-Real Robotic Video Synthesis
2025/03/15 by Yu Fang, Fang, Yu, Yue Yang +11 · 9 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Human Motion and Animation #Robotics (cs.RO)
- RGNet: A Unified Clip Retrieval and Grounding Network for Long Videos
2023/12/11 by Tanveer Hannan, Md. Mohaiminul Islam, Hannan, Tanveer +5 · 4 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
- BIMBA: Selective-Scan Compression for Long-Range Video Question Answering
2025/03/12 by Md. Mohaiminul Islam, Islam, Md Mohaiminul, Tushar Nagarajan +7 · 6 citations
Computer Science · #Multimodal Machine Learning Applications #Video Analysis and Summarization #Human Pose and Action Recognition
- Learning Discriminative Motion Features Through Detection
2018/12/11 by Gedas Bertasius, Bertasius, Gedas, Christoph Feichtenhofer +7 · 3 citations
Computer Science · Engineering · #Human Pose and Action Recognition #Video Surveillance and Tracking Methods #Gait Recognition and Analysis
- High-for-Low and Low-for-High: Efficient Boundary Detection from Deep Object Features and its Applications to High-Level Vision
2015/04/23 by Gedas Bertasius, Bertasius, Gedas, Jianbo Shi +3 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Multimodal Machine Learning Applications
- Convolutional Random Walk Networks for Semantic Image Segmentation
2016/05/24 by Gedas Bertasius, Bertasius, Gedas, Lorenzo Torresani +5 · 2 citations
Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- Classifying, Segmenting, and Tracking Object Instances in Video with\n Mask Propagation
2019/12/10 by Gedas Bertasius, Lorenzo Torresani, Bertasius, Gedas +1 · 1 citation
Computer Science · #Video Analysis and Summarization #Advanced Image Processing Techniques #Generative Adversarial Networks and Image Synthesis
- VMAS: Video-to-Music Generation via Semantic Alignment in Web Music Videos
2024/09/11 by Yan-Bo Lin, Lin, Yan-Bo, Tian, Yu +6 · 3 citations
Arts and Humanities · Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
- SiLVR: A Simple Language-based Video Reasoning Framework
2025/05/30 by Ce Zhang, Yan-Bo Lin, Zhang, Ce +7 · 4 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
- Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning
2025/07/09 by Ziyang Wang, Wang, Ziyang, Jaehong Yoon +9 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #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
- Searching Videos as Trees: Self-Correcting Agents for Grounded Long Video QA
2026/07/17 by Ce Zhang, Ziyang Wang, Yulu Pan +6
#cs.CV