Latest Research in Visual Narrative Understanding

181 research papers · 2026 median publication year

Top Research Topics in Visual Narrative Understanding

Highest-Cited Papers

  1. MMEB-V3: Measuring the Performance Gaps of Omni-Modality Embedding Models
  2. Global-to-Local Visual Conditioning for Image Captioning with a Frozen Vision–Language Model
  3. EuroMillions Breakthrough Mining — 764 Sources, 3163 Leads Extracted — E8 Intelligence Research
  4. EuroMillions Breakthrough Mining — 785 Sources, 3381 Leads Extracted — E8 Intelligence Research
  5. EuroMillions Breakthrough Mining — 764 Sources, 3163 Leads Extracted — E8 Intelligence Research
  6. Jomon Two-Dimensional Angle
  7. EuroMillions Breakthrough Mining — 785 Sources, 3381 Leads Extracted — E8 Intelligence Research
  8. Jomon Two-Dimensional Angle
  9. Towards Faithful Sentimental Image Captioning via Evidence-Aware Multi-Agent Reasoning
  10. FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding
  11. Reading Legends on Ancient Coins: An Object Detection Approach for Character Recognition on a Novel Roman Republican Dataset
  12. MEDit-Bench: A Dataset for Evaluating Message-Driven Narrative Video Editing
  13. Compressed Video Aggregator: Content-driven Module for Efficient Micro-Video Recommendation
  14. MarineEVT: Advancing Event-Centric Marine Video Understanding via Visual Tool Reasoning
  15. DSCH-Loss: A Dynamic Semantic Channel Objective for Deep Semantic Hashing
  16. AI-Assisted Digitalization of Heterogeneous Government Archives in Low-Resource Countries: A Vision Language Model Case Study from Chad
  17. EuroMillions Breakthrough Mining — 754 Sources, 3062 Leads Extracted — E8 Intelligence Research
  18. EuroMillions Breakthrough Mining — 745 Sources, 2977 Leads Extracted — E8 Intelligence Research
  19. AI-Assisted Digitalization of Heterogeneous Government Archives in Low-Resource Countries: A Vision Language Model Case Study from Chad
  20. EuroMillions Breakthrough Mining — 745 Sources, 2977 Leads Extracted — E8 Intelligence Research

Sub-Regions

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
L2 Region
2026 JUL Q4

Visual Narrative Understanding

181 papers

Top Topics (10)

Computer Vision and Pattern Recognition100
Handwritten Text Recognition Techniques17
Multimodal Machine Learning Applications12
Intelligence, Security, War Strategy7
Computation and Language7
Machine Learning5
Video Analysis and Summarization5
Information Retrieval4
Advanced Image and Video Retrieval Techniques3
Mathematics and Applications2

Top Publications (20)

1.MMEB-V3: Measuring the Performance Gaps of Omni-Modality Embedding Models2.Global-to-Local Visual Conditioning for Image Captioning with a Frozen Vision–Language Model3.EuroMillions Breakthrough Mining — 764 Sources, 3163 Leads Extracted — E8 Intelligence Research4.EuroMillions Breakthrough Mining — 785 Sources, 3381 Leads Extracted — E8 Intelligence Research5.EuroMillions Breakthrough Mining — 764 Sources, 3163 Leads Extracted — E8 Intelligence Research6.Jomon Two-Dimensional Angle7.EuroMillions Breakthrough Mining — 785 Sources, 3381 Leads Extracted — E8 Intelligence Research8.Jomon Two-Dimensional Angle9.Towards Faithful Sentimental Image Captioning via Evidence-Aware Multi-Agent Reasoning10.FORGE: Frame Orthogonality in Relevance Geometry for Long-Form Video Understanding11.Reading Legends on Ancient Coins: An Object Detection Approach for Character Recognition on a Novel Roman Republican Dataset12.MEDit-Bench: A Dataset for Evaluating Message-Driven Narrative Video Editing13.Compressed Video Aggregator: Content-driven Module for Efficient Micro-Video Recommendation14.MarineEVT: Advancing Event-Centric Marine Video Understanding via Visual Tool Reasoning15.DSCH-Loss: A Dynamic Semantic Channel Objective for Deep Semantic Hashing16.AI-Assisted Digitalization of Heterogeneous Government Archives in Low-Resource Countries: A Vision Language Model Case Study from Chad17.EuroMillions Breakthrough Mining — 754 Sources, 3062 Leads Extracted — E8 Intelligence Research18.EuroMillions Breakthrough Mining — 745 Sources, 2977 Leads Extracted — E8 Intelligence Research19.AI-Assisted Digitalization of Heterogeneous Government Archives in Low-Resource Countries: A Vision Language Model Case Study from Chad20.EuroMillions Breakthrough Mining — 745 Sources, 2977 Leads Extracted — E8 Intelligence Research

Sub-Regions (3)

AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.