Video Summarization

Ask about this topic

Momentum

1 paper in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 11

All topics
CardsList

  1. Unified Agentic Video Editing Across Levels of Complexity and Creativity

    Sep 14, 2026Surabhi S. Nath, Kim Ferres, Milan Petrović +1Video SummarizationAgentic Workflows

    Bertelsmann AI Hub · Max Planck Institute for Biological Cybernetics · scieneers GmbH

  2. KnowVis: Knowledge-Centric Visual Summarization for Video Lectures

    Sep 3, 2026Yi Xu, Yifan Hou, Xiaoyu ZhangVideo UnderstandingVideo Summarization

    City University of Hong Kong · ETH Zürich

  3. HAS: Highlight-guided Attention Steering for Multimodal LLM Video Summarization

    Jul 20, 2026Rui Chu, Yingjie LaoVideo SummarizationMultimodal Large Language Models

    Tufts University, Medford, MA, USA

  4. Scribby: A Multi-Level LLM Framework for Semantic Video Analysis

    Jun 8, 2026Julian Abelarde, Hugo Garrido-Lestache BelinchonVideo SummarizationLLM-Assisted Annotation

    Department of Computer Science and Software Engineering Milwaukee School of Engineering Milwaukee, WI US

  5. MemoryCard: Topic-Aware Multi-Modal Clue Compression for Long-Video Question Answering

    Jun 4, 2026Qing Yang, Pengcheng Huang, Xinze Li +6Video SummarizationVideo QA

    School of Computer Science and Engineering, Northeastern University, Shenyang, China · Department of Computer Science and Technology, Tsinghua University, Beijing, China · Digital China Group, Beijing, China

  6. HAVEN: Hierarchically Aligned Multimodal Benchmark for Unified Video Understanding

    May 19, 2026Mengqi Shi, Haopeng ZhangMultimodal GroundingVideo Summarization

    Department of Information and Computer Sciences · University of Hawaii at Manoa

  7. Multimodal Abstractive Summarization of Instructional Videos with Vision-Language Models

    May 12, 2026Maham Nazir, Muhammad Aqeel, Richong Zhang +1Video SummarizationVideo-Language Models

    Beihang University, Beijing, China · University of Verona, Italy

  8. Uncertainty-Aware and Decoder-Aligned Learning for Video Summarization

    May 10, 2026Omer Tariq, Syed Muhammad Raza, Jeongbae SonVideo UnderstandingUncertainty Quantification

    Perception AI · Neubility Inc. · Seoul, South Korea

  9. TRIMMER: A New Paradigm for Video Summarization through Self-Supervised Reinforcement Learning

    May 3, 2026Pritam Mishra, Coloma Ballester, Dimosthenis KaratzasReinforcement LearningVideo Summarization

    Universitat Pompeu Fabra, Barcelona, Spain · Universitat Autònoma de Barcelona, Barcelona, Spain

  10. QEVA: A Reference-Free Evaluation Metric for Narrative Video Summarization with Multimodal Question Answering

    Apr 27, 2026Woojun Jung, Junyeong KimVideo SummarizationSummarization Evaluation

    Department of Artificial Intelligence, Chung-Ang University

  11. VIBE: Annotation-Free Video-to-Text Information Bottleneck Evaluation for TL;DR

    May 23, 2025Shenghui Chen, Po-han Li, Sandeep Chinchali +1VLM EvaluationVideo Summarization

    The University of Texas at Austin