Latest Research in Temporal Video Reasoning

119 research papers · 2026 median publication year

Top Research Topics in Temporal Video Reasoning

Highest-Cited Papers

  1. EuroMillions Breakthrough Mining — 1677 Sources, 12274 Leads Extracted — E8 Intelligence Research
  2. EuroMillions Breakthrough Mining — 1669 Sources, 12186 Leads Extracted — E8 Intelligence Research
  3. Temporally Grounded Compositional Camera Motion Understanding via Geometric Knowledge Distillation
  4. Pop-Up Distractions Reveal Bag-of-Events Behavior in Video Large Language Models
  5. EventCoT: Event-centric Video Chain-of-thought for Reasoning Temporal Localization
  6. StreamFlow: Dynamic Memory Flows for Streaming Video Understanding
  7. Watching Synthetic Videos: Aligning Cross-modal Representations with Visual Synthesis for Zero-shot Video Captioning
  8. HFS: Holistic Query-Aware Frame Selection for Efficient Video Understanding
  9. ERI-AIC arabic image captioning dataset: development and performance evaluation
  10. Multi-Modal Scene Graph with Kolmogorov-Arnold Experts for Audio-Visual Question Answering
  11. CAVE: Competence-Aware Visual Boundary Evidence Alignment for Video Temporal Grounding
  12. REVEAL: A Rubric-Guided Agent for Explicit Evidence Sufficiency Verificationin Long-Video Question Answering
  13. Context-aware image captioning using cosine transformer attention and optimal vision transformer with improved walrus optimization algorithm
  14. SportsGrounder: Proposal-Aided Interleaved Grounding for Dense Sports Video Reasoning
  15. MRBench: A Comprehensive Benchmark for Human Motion-Text Retrieval
  16. Search over the Visual World: Persistent Visual Memory, Layered Indexes, and Source-Grounded Evidence
  17. LHSDet: High-Resolution AI-Generated Image Detection via Visual Question Answering
  18. Adaptive Multi-Agent Vision-Language Retrieval Framework for Explainable Semantic Search in Long-Duration Surveillance Videos
  19. Adaptive Multi-Agent Vision-Language Retrieval Framework for Explainable Semantic Search in Long-Duration Surveillance Videos
  20. I Seek You in Videos: Identity-Conditioned Queries for Person-Centric Video Reasoning

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2026 AUG Q2

Temporal Video Reasoning

119 papers

Top Topics (10)

Computer Vision and Pattern Recognition82
Multimodal Machine Learning Applications10
Intelligence, Security, War Strategy8
Information Retrieval3
Artificial Intelligence2
Computation and Language2
Multimedia2
Machine Learning2
Statistics Theory1
Augmented Reality Applications1

Top Publications (20)

1.EuroMillions Breakthrough Mining — 1677 Sources, 12274 Leads Extracted — E8 Intelligence Research2.EuroMillions Breakthrough Mining — 1669 Sources, 12186 Leads Extracted — E8 Intelligence Research3.Temporally Grounded Compositional Camera Motion Understanding via Geometric Knowledge Distillation4.Pop-Up Distractions Reveal Bag-of-Events Behavior in Video Large Language Models5.EventCoT: Event-centric Video Chain-of-thought for Reasoning Temporal Localization6.StreamFlow: Dynamic Memory Flows for Streaming Video Understanding7.Watching Synthetic Videos: Aligning Cross-modal Representations with Visual Synthesis for Zero-shot Video Captioning8.HFS: Holistic Query-Aware Frame Selection for Efficient Video Understanding9.ERI-AIC arabic image captioning dataset: development and performance evaluation10.Multi-Modal Scene Graph with Kolmogorov-Arnold Experts for Audio-Visual Question Answering11.CAVE: Competence-Aware Visual Boundary Evidence Alignment for Video Temporal Grounding12.REVEAL: A Rubric-Guided Agent for Explicit Evidence Sufficiency Verificationin Long-Video Question Answering13.Context-aware image captioning using cosine transformer attention and optimal vision transformer with improved walrus optimization algorithm14.SportsGrounder: Proposal-Aided Interleaved Grounding for Dense Sports Video Reasoning15.MRBench: A Comprehensive Benchmark for Human Motion-Text Retrieval16.Search over the Visual World: Persistent Visual Memory, Layered Indexes, and Source-Grounded Evidence17.LHSDet: High-Resolution AI-Generated Image Detection via Visual Question Answering18.Adaptive Multi-Agent Vision-Language Retrieval Framework for Explainable Semantic Search in Long-Duration Surveillance Videos19.Adaptive Multi-Agent Vision-Language Retrieval Framework for Explainable Semantic Search in Long-Duration Surveillance Videos20.I Seek You in Videos: Identity-Conditioned Queries for Person-Centric Video Reasoning

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