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

  25. TimePLE: Rethinking Temporal Representation for Video Temporal Grounding

    Jul 27, 2026Yuhui Zeng, Xinyu Mao, Xiaokun Liu +4Temporal Video GroundingRepresentation Learning

  26. OmniReasoner: Thinking with Long Audio-Video via Native Tool Use

    Jul 21, 2026Yu Chen, Caorui Li, Ziyu Xiong +8Temporal Video GroundingAudio-Visual Understanding

  27. Mitigating Modality and Language-Style Gaps for Zero-Shot Video Moment Retrieval

    Jul 21, 2026Jihyun Lee, Cheol-Ho Cho, Woojin Jun +2Temporal Video GroundingVision-Language Alignment

  28. TimeLens2: Generalist Video Temporal Grounding with Multimodal LLMs

    Jul 19, 2026Yuhan Zhu, Changlian Ma, Xiangyu Zeng +12Temporal Video GroundingReinforcement Learning

  29. Searching Videos as Trees: Self-Correcting Agents for Grounded Long Video QA

    Jul 17, 2026Ce Zhang, Ziyang Wang, Yulu Pan +6Temporal Video GroundingTool-Using Vision-Language Agents

  30. Modularized Dynamic-Granularity Video LLM for Multi-Event Long Video Understanding

    Jul 17, 2026Wei Feng, Xin Wang, Yu-Wei Zhan +2Temporal Video GroundingVideo-Language Models

  31. Evidence-Backed Video Question Answering

    Jul 13, 2026Shijie Wang, Honglu Zhou, Ziyang Wang +5Temporal Video GroundingVideo QA

  32. Overview of the NLPCC 2026 Shared Task 1: Difficulty-Aware Multilingual and Multimodal Medical Instructional Video Understanding Evaluation

    Jul 7, 2026Shenxi Liu, Kan Li, Mingyang Zhao +2Multimodal IRTemporal Video Grounding

  33. Video-Text Temporal Localization via Multi-Scale Convolution and Dynamic Routing

    Jul 6, 2026Gengtian Shi, Jinze Yu, Chenhao Wu +5Temporal Video GroundingTemporal Convolutional Networks

  34. TimeThink: Reasoning with Time for Video LLMs

    Jul 6, 2026Handong Li, Longteng Guo, Zikang Liu +8Temporal Video GroundingProcess Reward Models

  35. EventCoT: Event-centric Video Chain-of-thought for Reasoning Temporal Localization

    Jul 6, 2026Youngkil Song, Yoonjae Baek, Dongwon Kim +3Temporal Video GroundingMultimodal CoT Reasoning

  36. QSVideo: Query-Conditioned Semantic Temporal Retrieval for Video Understanding

    Jul 6, 2026Wei Ao, Lan Wang, Vishnu Naresh BoddetiTemporal Video GroundingStreaming Video Understanding

  37. Parallelized Autoregressive Decoding for Omni-Modal Dense Video Captioning

    Jul 3, 2026Wenzheng Zeng, Siyi Jiao, Chen Gao +2Temporal Video GroundingVideo Captioning

  38. S-EMBER: A Large-Scale Benchmark for Streaming Egocentric Memory Retrieval

    Jul 2, 2026Xiaodong Wang, Xuanyi Zhao, Pedro Rodriguez +7Temporal Video GroundingEpisodic Memory

  39. AnyGroundBench: A Multi-Domain Adaptation Benchmark for Video Grounding in VLMs

    Jul 2, 2026Rintaro Otsubo, Ryo Fujii, Reina Ishikawa +6VLM EvaluationTemporal Video Grounding

  40. LongEgoRefer: A Benchmark for Long-Form Egocentric Video Referring Expression Comprehension

    Jul 2, 2026Shunya Kato, Taiki Miyanishi, Shuhei Kurita +3Temporal Video GroundingVideo Understanding

  41. DART: Difficulty-Adaptive Routing for Zero-Shot Video Temporal Grounding

    Jul 1, 2026Zhengbo Zhang, Mark He Huang, Zhigang Tu +1Temporal Video GroundingVLM Reasoning

  42. VideoSearch-R1: Iterative Video Retrieval and Reasoning via Soft Query Refinement

    Jul 1, 2026Seohyun Lee, Seoung Choi, Dohwan Ko +2Temporal Video GroundingTemporal IR

  43. EG-VQA: Benchmarking Verifiable Video Question Answering with Grounded Temporal Evidence

    Jun 23, 2026Linpeng Huang, Weixing Chen, Zexin Chen +2VLM EvaluationTemporal Video Grounding

  44. SER: Learning to Ground Video Reasoning with Semantic Evidence Rewards

    Jun 23, 2026Sheng Xia, Zhengqin Lai, Tianxiang Jiang +4Temporal Video GroundingVideo Reasoning

  45. TimeProVe: Propose, then Verify for Efficient Long Video Temporal Reasoning in Activities of Daily Living

    Jun 18, 2026Arkaprava Sinha, Dominick Reilly, Siddharth Krishnan +2Temporal Video GroundingEfficient VLM Inference

  46. Training-Free Open-Vocabulary Visual Grounding for Remote Sensing Images and Videos

    Jun 15, 2026Ke Li, Di Wang, Yongshan Zhu +5Remote Sensing Image UnderstandingTemporal Video Grounding

  47. Conditional Multi-Event Temporal Grounding in Long-Form Video

    Jun 13, 2026Yuanhao Zou, Arthad Kulkarni, Lucas Tonanez +12Temporal Video GroundingLong-Video Understanding

  48. Kwai Keye-VL-2.0 Technical Report

    Jun 9, 2026Kwai Keye Team, Bin Wen, Changyi Liu +50Temporal Video GroundingLong-Context Modeling

  49. Temporal-Aware Reasoning Optimization for Video Temporal Grounding

    Jun 8, 2026Minghang Zheng, Zihao Yin, Yi Yang +2Temporal Video GroundingTemporal Reasoning

  50. CACR:Reinforcing Temporal Answer Grounding in Instructional Video via Candidate-Aware Causal Reasoning

    Jun 7, 2026Muge Qi, Rong Fu, Pengbin Feng +7Temporal Video GroundingVideo Understanding