Temporal Video Grounding

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  1. Investigating Query-Insensitive Behavior in Spatio-Temporal Video Grounding

    Oct 5, 2026Eryk Kołodziejczyk, Alberto Presta, Karol Szurkowski +1Temporal Video Grounding

  2. VideoEvolve: Evolving Agent Harnesses for Video Temporal Grounding

    Oct 1, 2026Bingjun Luo, Yuhuan Fan, Jialin Guo +1Temporal Video GroundingEvolutionary Optimization

  3. CoEvoWhen: Policy-Tool Coevolution for Ultra-Long Video Temporal Grounding

    Sep 30, 2026Yiduo Jia, Muzhi Zhu, Jinchuan Shi +4Temporal Video GroundingVideo Understanding

  4. Grounding with Confidence: Controllable Generative Video Temporal Grounding

    Sep 30, 2026Jinhao Chen, Benlei Cui, Ruijian Jia +7Temporal Video GroundingSelective Prediction

  5. Long Time No See: Benchmarking VLMs for Out-of-Sight Spatiotemporal Reasoning in Egocentric Videos

    Sep 28, 2026Fangzhou Ma, Ivo Alexander Ban, Eren Homburg +5Temporal Video GroundingVisual Spatial Reasoning

  6. Summarize Before Grounding: Query-Guided Chunk Condensation for Long-Video Temporal Grounding

    Sep 28, 2026Nanxing Hu, Xiaoyue Duan, Qiwei Yan +3Temporal Video GroundingVideo Token Compression

  7. Counterfactual Attention Policy Distillation for Temporal Video Grounding

    Sep 28, 2026Shaobo Ju, Haiyang Yu, Xuecheng Wu +5Temporal Video GroundingVLM Distillation

  8. Grounded Product Understanding in Livestream Videos

    Sep 17, 2026Xinyu Zhang, Junjie Chen, Jiawei Ge +4Temporal Video GroundingStreaming Video Understanding

  9. AVTrace: Diagnosing Audio-Visual Temporal Reasoning in Omni Models

    Sep 17, 2026Longyin Zhang, Parth Sakhare Mahendra, Chengwei Wei +4Temporal Video GroundingAudio-Visual Understanding

  10. Long-to-Short Video Evidence Reasoning for Grounded Question Answering

    Sep 14, 2026Kaiyan Chen, Junbin Xiao, Xun YangTemporal Video GroundingVideo QA

  11. IAE-VTG: Interaction-Aligned Action-Entity Video Temporal Grounding

    Sep 9, 2026Shiwen Zhao, Qi Zhang, Sezer Karaoglu +2Temporal Video GroundingVision-Language Alignment

  12. Video-MOPD: Multi-Teacher On-Policy Distillation for Video Understanding

    Sep 8, 2026Zhenxin Qin, Peng Shi, Cong Han +3Temporal Video GroundingVideo Understanding

  13. Concentrate After Imagination: Text-Conditioned Evidence Grounding for Partially Relevant Video Retrieval

    Sep 8, 2026Shuaiqi Cheng, Siyu You, Yanbi Wu +3Temporal Video GroundingInformation Retrieval

  14. DSE-VTG: Dual-Side Enhancement for Training-Free Video Temporal Grounding

    Sep 8, 2026Zhuo Cao, Bingqing Zhang, Sen Wang +1Temporal Video GroundingTest-Time Adaptation of VLMs

  15. Learning Compositional Spatio-Temporal Video Grounding with Synthetic Curriculum

    Aug 31, 2026Xingjian Wang, Shijian Wang, Yibo Wang +4Temporal Video GroundingSynthetic Data Generation

  16. Temporally Grounded Compositional Camera Motion Understanding via Geometric Knowledge Distillation

    Aug 11, 2026Dazhao Du, Shiyan Du, Jian Liu +8Temporal Video GroundingMultimodal Foundation Models

  17. NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams

    Aug 10, 2026Lifang Wu, Yuyang Wu, Yangdong Gao +3Temporal Video GroundingStreaming Video Understanding

  18. SCOUT: Self-Checking and Recovery-Aware Tool-Thought Agents for Ultra-Long Egocentric Video Reasoning

    Aug 8, 2026Keyang Zhong, Kuo Wang, Peng Liu +5Temporal Video GroundingGroup Relative Policy Optimization

  19. Conformal Coverage Guarantees for Any Video Temporal Grounder

    Aug 7, 2026Aseel Mohamed, Rasul Khanbayov, Erchin Serpedin +1Temporal Video GroundingUncertainty Quantification

  20. DAEP: Difficulty-Aware Evidence Planning for Medical Video Corpus Temporal Answer Grounding

    Aug 7, 2026Tianjian He, Yujie Liu, Zhiping Huang +1Temporal Video GroundingVideo Understanding

  21. REZE: Recognition-Based Zero-Shot Extraction for Video Temporal Grounding

    Aug 5, 2026Boyang Li, Chenhui Gou, Jianfei CaiTemporal Video GroundingZero-Shot Learning

  22. CAVE: Competence-Aware Visual Boundary Evidence Alignment for Video Temporal Grounding

    Aug 3, 2026Wei Jia, Zhicong Lu, Yu Chen +5Temporal Video GroundingVision-Language Alignment

  23. TBSG-Net: Temporal Bipartite Scene Graph Network for Fine-Grained Video Moment Retrieval

    Aug 3, 2026Ji Huang, Yongsheng Dai, Tianyu Ren +2Temporal Video GroundingGraph Neural Networks

  24. Déjà Cue: Localizing States in Object Histories via Vocabulary-Relative Coordinates

    Aug 3, 2026Haofan Cao, Zhichao You, Yunkai Yang +3Temporal Video GroundingTemporal IR