Temporal Video Grounding

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15 papers in the last four weeks, up 200% on the four weeks before. 0.1% of all new papers.

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  1. Two-Pass Zero-Shot Temporal-Spatial Grounding of Rare Traffic Events in Surveillance Video

    May 2, 2026Jiantang HuangTemporal Video GroundingLarge Vision-Language Models

  2. Static and Dynamic Graph Alignment Network for Temporal Video Grounding

    May 1, 2026Zhanjie Hu, Bolin Zhang, Jianhua Wang +5Temporal Video GroundingTemporal GNNs

    Faculty of Electronic Engineering and Computer Science, Ningbo University, Ningbo, China · College of Computer Science, Inner Mongolia University, Hohhot, China · College of Computing and Engineering, Hunan Normal University, Changsha, China +4

  3. ClipTBP: Clip-Pair based Temporal Boundary Prediction with Boundary-Aware Learning for Moment Retrieval

    Apr 30, 2026Ji-Hyeon Kim, Ho-Joong Kim, Seong-Whan LeeTemporal Video GroundingCross-Modal Alignment

    Dept. of Artificial Intelligence, Korea University, Seoul 02841, Republic of Korea

  4. OmniVTG: A Large-Scale Dataset and Training Paradigm for Open-World Video Temporal Grounding

    Apr 28, 2026Minghang Zheng, Zihao Yin, Yi Yang +2Temporal Video GroundingLLM Self-Correction

    Wangxuan Institute of Computer Technology, Peking University · Central Media Technology Institute, Huawei Technologies Ltd. · State Key Laboratory of General Artificial Intelligence, Peking University +1

  5. FCMBench-Video: Benchmarking Document Video Intelligence

    Apr 28, 2026Runze Cui, Fangxin Shang, Yehui Yang +3VLM EvaluationDocument Understanding

    AI Lab, Qifu Technology, Beijing, China · School of Future Technology, South China University of Technology, Guangzhou, China · Pazhou Lab, Guangzhou, China +1

  6. StoryTR: Narrative-Centric Video Temporal Retrieval with Theory of Mind Reasoning

    Apr 25, 2026Xuanyue Zhong, Yuqiang Xie, Guanqun Bi +2Temporal Video GroundingVideo Understanding

    Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong · SkyReels, Skywork AI · Independent Researcher

  7. Towards Temporal Compositional Reasoning in Long-Form Sports Videos

    Apr 24, 2026Siyu Cao, Lu Zhang, Ruizhe Zeng +1Temporal Video GroundingTemporal Reasoning

    MAIS, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China · School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing 100049, China · Nanjing Artificial Intelligence Research of IA, Nanjing, 211100, China

  8. Grounding Video Reasoning in Physical Signals

    Apr 23, 2026Alibay Osmanli, Zixu Cheng, Shaogang GongTemporal Video GroundingVideo QA

    Queen Mary University of London

  9. VideoZeroBench: Probing the Limits of Video MLLMs with Spatio-Temporal Evidence Verification

    Apr 2, 2026Jiahao Meng, Yue Tan, Qi Xu +9Video-Language Model EvaluationLong-Video QA

    PKU · WHU · CASIA +2

  10. ForeSea: AI Forensic Search with Multi-modal Queries for Video Surveillance

    Mar 24, 2026Hyojin Park, Yi Li, Janghoon Cho +8Multimodal RAGMultimodal IR

    Qualcomm AI Research, San Diego, CA, USA · Kyunghee University, Gyeonggi, South Korea

  11. Keeping the Evidence Chain: Semantic Evidence Allocation for Training-Free Token Pruning in Video Temporal Grounding

    Mar 5, 2026Jiaqi Li, Shuntian Zheng, Yixian Shen +4Temporal Video GroundingVision-Language Grounding

    University of Warwick, Coventry CV4 7AL, United Kingdom · University of Amsterdam, Amsterdam 1012 WX, Netherlands · Amazon AGI, The United States of America

  12. Towards Long-Form Spatio-Temporal Video Grounding

    Feb 26, 2026Xin Gu, Bing Fan, Jiali Yao +5Temporal Video GroundingLong-Context Modeling

    University of Chinese Academy of Sciences · 2UNT · Institute of Software Chinese Academy of Sciences +2

  13. ShotFinder: Imagination-Driven Open-Domain Video Shot Retrieval via Web Search

    Jan 30, 2026Tao Yu, Haopeng Jin, Hao Wang +19Temporal Video GroundingCross-Modal Retrieval

    CASIA · UCAS · Peking University +2

  14. Track and Caption Any Motion: Open-Vocabulary Spatiotemporal Captioning via Trajectory-Conditioned Generation

    Dec 11, 2025Bishoy Galoaa, Sarah OstadabbasPoint TrackingTemporal Video Grounding

    Northeastern University

  15. NeMo: Needle in a Montage for Video-Language Understanding

    Sep 29, 2025Zi-Yuan Hu, Shuo Liang, Duo Zheng +10Temporal Video GroundingVideo-Language Model Evaluation

    The Chinese University of Hong Kong · Phoenix TV · Stanford University +2

  16. Diffusion-grounded VideoLLM for Entity-aware temoporal grounding

    Aug 21, 2025Pengcheng Fang, Yuxia Chen, Yong Wang +2Temporal Video GroundingVideo-Language Models

  17. TAR: Temporal Anchor-Constrained Reasoning for Video Temporal Grounding

    Aug 11, 2025Chaohong Guo, Xun Mo, Yongwei Nie +3Temporal Video GroundingVision-Language Models

    South China University of Technology · Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ) · Bytedance Inc.

  18. TEMPURA: Temporal Event Masked Prediction and Understanding for Reasoning in Action

    May 2, 2025Jen-Hao Cheng, Yi-Hao Peng, Huapeng Zhou +11Temporal Action SegmentationTemporal Video Grounding

    University of Washington · Carnegie Mellon University · National Yang Ming Chiao Tung University +1

  19. Zero-shot Video Moment Retrieval via Off-the-shelf Multimodal Large Language Models

    Jan 14, 2025Yifang Xu, Yunzhuo Sun, Benxiang Zhai +4Temporal Video GroundingVideo-Language Models

    Nanjing University · Dalian University of Technology · Nanjing University of Information Science and Technology