Latest Research in Computer Vision and Pattern Recognition

111 research papers · 2026 median publication year

Top Research Topics in Computer Vision and Pattern Recognition

Highest-Cited Papers

  1. Which Negatives Matter? Ask Your Text Encoder: Adaptive Similarity Margins for Dense-Caption Retrieval
  2. StateTrace: An Object-Centric Framework for Hidden-State Spatiotemporal Reasoning in Long Videos
  3. Event-Causal RAG: A Retrieval-Augmented Generation Framework for Long Video Reasoning in Complex Scenarios
  4. PEEK: Picking Essential frames via Efficient Knowledge distillation
  5. M3TR: Temporal Retrieval Enhanced Multi-Modal Micro-video Popularity Prediction
  6. EgoMemReason: A Memory-Driven Reasoning Benchmark for Long-Horizon Egocentric Video Understanding
  7. Caved or Convinced: Temporal Sampling Gates Claim Deference in Video Large Language Models
  8. MME-VideoOCR: Evaluating OCR-Based Capabilities of Multimodal LLMs in Video Scenarios
  9. StreamOPD: A Post-Training Recipe with Spatio-Temporal Cue Gating for Streaming Video Understanding
  10. EuroMillions Breakthrough Mining — 1897 Sources, 14387 Leads Extracted — E8 Intelligence Research
  11. EuroMillions Breakthrough Mining — 1897 Sources, 14387 Leads Extracted — E8 Intelligence Research
  12. X$^2$Localizer: Cross-grained Alignment for Progressive Cross-view Video Geo-localization
  13. Expressivity In Multimodal Contrastive Learning
  14. EuroMillions Breakthrough Mining — 1865 Sources, 14132 Leads Extracted — E8 Intelligence Research
  15. What You Ask is What You Ground: Bridging Question Intent to Temporal Evidence for Grounded VideoQA
  16. MEDR: Query-Independent Frame Selection via Multi-Signal Event Modeling and Dynamic Rescoring
  17. Tracking the Truth: Object-Centric Spatio-Temporal Monitoring for Video Large Language Models
  18. MOSS-VL Technical Report
  19. Cross-modal content generation and semantic alignment of digital media based on CLIP-LLaVA
  20. Zero-MELO: Test-Time Evidence Calibration with Multimodal LLMs for Zero-Shot Micro-Gesture Recognition
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2026 AUG Q3

Computer Vision and Pattern Recognition

111 papers

Top Topics (10)

Computer Vision and Pattern Recognition76
Intelligence, Security, War Strategy9
Multimodal Machine Learning Applications8
Artificial Intelligence4
Information Retrieval3
Multimedia2
Computation and Language2
Machine Learning1
Statistics Theory1
Augmented Reality Applications1

Top Publications (20)

1.Which Negatives Matter? Ask Your Text Encoder: Adaptive Similarity Margins for Dense-Caption Retrieval2.StateTrace: An Object-Centric Framework for Hidden-State Spatiotemporal Reasoning in Long Videos3.Event-Causal RAG: A Retrieval-Augmented Generation Framework for Long Video Reasoning in Complex Scenarios4.PEEK: Picking Essential frames via Efficient Knowledge distillation5.M3TR: Temporal Retrieval Enhanced Multi-Modal Micro-video Popularity Prediction6.EgoMemReason: A Memory-Driven Reasoning Benchmark for Long-Horizon Egocentric Video Understanding7.Caved or Convinced: Temporal Sampling Gates Claim Deference in Video Large Language Models8.MME-VideoOCR: Evaluating OCR-Based Capabilities of Multimodal LLMs in Video Scenarios9.StreamOPD: A Post-Training Recipe with Spatio-Temporal Cue Gating for Streaming Video Understanding10.EuroMillions Breakthrough Mining — 1897 Sources, 14387 Leads Extracted — E8 Intelligence Research11.EuroMillions Breakthrough Mining — 1897 Sources, 14387 Leads Extracted — E8 Intelligence Research12.X$^2$Localizer: Cross-grained Alignment for Progressive Cross-view Video Geo-localization13.Expressivity In Multimodal Contrastive Learning14.EuroMillions Breakthrough Mining — 1865 Sources, 14132 Leads Extracted — E8 Intelligence Research15.What You Ask is What You Ground: Bridging Question Intent to Temporal Evidence for Grounded VideoQA16.MEDR: Query-Independent Frame Selection via Multi-Signal Event Modeling and Dynamic Rescoring17.Tracking the Truth: Object-Centric Spatio-Temporal Monitoring for Video Large Language Models18.MOSS-VL Technical Report19.Cross-modal content generation and semantic alignment of digital media based on CLIP-LLaVA20.Zero-MELO: Test-Time Evidence Calibration with Multimodal LLMs for Zero-Shot Micro-Gesture Recognition
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