Saved in:
| Main Authors: | Pennec, Galann, Liu, Zhengyuan, Asher, Nicholas, Muller, Philippe, Chen, Nancy F. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2512.11399 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation
by: Pennec, Galann, et al.
Published: (2025)
by: Pennec, Galann, et al.
Published: (2025)
From Long Videos to Engaging Clips: A Human-Inspired Video Editing Framework with Multimodal Narrative Understanding
by: Wang, Xiangfeng, et al.
Published: (2025)
by: Wang, Xiangfeng, et al.
Published: (2025)
Moment Sampling in Video LLMs for Long-Form Video QA
by: Chasmai, Mustafa, et al.
Published: (2025)
by: Chasmai, Mustafa, et al.
Published: (2025)
From Frames to Clips: Training-free Adaptive Key Clip Selection for Long-Form Video Understanding
by: Sun, Guangyu, et al.
Published: (2025)
by: Sun, Guangyu, et al.
Published: (2025)
VideoXum: Cross-modal Visual and Textural Summarization of Videos
by: Lin, Jingyang, et al.
Published: (2023)
by: Lin, Jingyang, et al.
Published: (2023)
Multimodal Abstractive Summarization of Instructional Videos with Vision-Language Models
by: Nazir, Maham, et al.
Published: (2026)
by: Nazir, Maham, et al.
Published: (2026)
Jailbreaking Multimodal Large Language Models using Multi-Clip Video
by: Kang, Choongwon, et al.
Published: (2026)
by: Kang, Choongwon, et al.
Published: (2026)
Modality-Agnostic fMRI Decoding of Vision and Language
by: Nikolaus, Mitja, et al.
Published: (2024)
by: Nikolaus, Mitja, et al.
Published: (2024)
Towards an Automated Multimodal Approach for Video Summarization: Building a Bridge Between Text, Audio and Facial Cue-Based Summarization
by: Islam, Md Moinul, et al.
Published: (2025)
by: Islam, Md Moinul, et al.
Published: (2025)
Realizing Video Summarization from the Path of Language-based Semantic Understanding
by: Mu, Kuan-Chen, et al.
Published: (2024)
by: Mu, Kuan-Chen, et al.
Published: (2024)
MS4UI: A Dataset for Multi-modal Summarization of User Interface Instructional Videos
by: Zang, Yuan, et al.
Published: (2025)
by: Zang, Yuan, et al.
Published: (2025)
UNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents
by: Ji, Yifan, et al.
Published: (2026)
by: Ji, Yifan, et al.
Published: (2026)
Video Summarization: Towards Entity-Aware Captions
by: Ayyubi, Hammad A., et al.
Published: (2023)
by: Ayyubi, Hammad A., et al.
Published: (2023)
Wolf: Dense Video Captioning with a World Summarization Framework
by: Li, Boyi, et al.
Published: (2024)
by: Li, Boyi, et al.
Published: (2024)
LongVILA: Scaling Long-Context Visual Language Models for Long Videos
by: Chen, Yukang, et al.
Published: (2024)
by: Chen, Yukang, et al.
Published: (2024)
ROAP: A Reading-Order and Attention-Prior Pipeline for Optimizing Layout Transformers in Key Information Extraction
by: Xie, Tingwei, et al.
Published: (2026)
by: Xie, Tingwei, et al.
Published: (2026)
LLMs Meet Long Video: Advancing Long Video Question Answering with An Interactive Visual Adapter in LLMs
by: Li, Yunxin, et al.
Published: (2024)
by: Li, Yunxin, et al.
Published: (2024)
VideoAVE: A Multi-Attribute Video-to-Text Attribute Value Extraction Dataset and Benchmark Models
by: Cheng, Ming, et al.
Published: (2025)
by: Cheng, Ming, et al.
Published: (2025)
KeyVideoLLM: Towards Large-scale Video Keyframe Selection
by: Liang, Hao, et al.
Published: (2024)
by: Liang, Hao, et al.
Published: (2024)
LVCHAT: Facilitating Long Video Comprehension
by: Wang, Yu, et al.
Published: (2024)
by: Wang, Yu, et al.
Published: (2024)
Lighthouse: A User-Friendly Library for Reproducible Video Moment Retrieval and Highlight Detection
by: Nishimura, Taichi, et al.
Published: (2024)
by: Nishimura, Taichi, et al.
Published: (2024)
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding
by: Ma, David, et al.
Published: (2025)
by: Ma, David, et al.
Published: (2025)
Unleashing Hour-Scale Video Training for Long Video-Language Understanding
by: Lin, Jingyang, et al.
Published: (2025)
by: Lin, Jingyang, et al.
Published: (2025)
Towards Effective Long-Video Event Prediction via Multi-Level Event Semantics Mining
by: Peng, Bo, et al.
Published: (2026)
by: Peng, Bo, et al.
Published: (2026)
What Is That Talk About? A Video-to-Text Summarization Dataset for Scientific Presentations
by: Liu, Dongqi, et al.
Published: (2025)
by: Liu, Dongqi, et al.
Published: (2025)
Saliency-Guided DETR for Moment Retrieval and Highlight Detection
by: Gordeev, Aleksandr, et al.
Published: (2024)
by: Gordeev, Aleksandr, et al.
Published: (2024)
VideoLLaMB: Long Streaming Video Understanding with Recurrent Memory Bridges
by: Wang, Yuxuan, et al.
Published: (2024)
by: Wang, Yuxuan, et al.
Published: (2024)
RealKIE: Five Novel Datasets for Enterprise Key Information Extraction
by: Townsend, Benjamin, et al.
Published: (2024)
by: Townsend, Benjamin, et al.
Published: (2024)
VerIPO: Cultivating Long Reasoning in Video-LLMs via Verifier-Gudied Iterative Policy Optimization
by: Li, Yunxin, et al.
Published: (2025)
by: Li, Yunxin, et al.
Published: (2025)
VideoARM: Agentic Reasoning over Hierarchical Memory for Long-Form Video Understanding
by: Yin, Yufei, et al.
Published: (2025)
by: Yin, Yufei, et al.
Published: (2025)
RGNet: A Unified Clip Retrieval and Grounding Network for Long Videos
by: Hannan, Tanveer, et al.
Published: (2023)
by: Hannan, Tanveer, et al.
Published: (2023)
Sumotosima: A Framework and Dataset for Classifying and Summarizing Otoscopic Images
by: Khan, Eram Anwarul, et al.
Published: (2024)
by: Khan, Eram Anwarul, et al.
Published: (2024)
FastPerson: Enhancing Video Learning through Effective Video Summarization that Preserves Linguistic and Visual Contexts
by: Kawamura, Kazuki, et al.
Published: (2024)
by: Kawamura, Kazuki, et al.
Published: (2024)
Decomposing Queries into Tool Calls for Long-Video Keyframe Retrieval
by: Shlapentokh-Rothman, Michal, et al.
Published: (2026)
by: Shlapentokh-Rothman, Michal, et al.
Published: (2026)
A Novel Trustworthy Video Summarization Algorithm Through a Mixture of LoRA Experts
by: Du, Wenzhuo, et al.
Published: (2025)
by: Du, Wenzhuo, et al.
Published: (2025)
Large Model based Sequential Keyframe Extraction for Video Summarization
by: Tan, Kailong, et al.
Published: (2024)
by: Tan, Kailong, et al.
Published: (2024)
RA-RRG: Multimodal Retrieval-Augmented Radiology Report Generation with Key Phrase Extraction
by: Park, Jonggwon, et al.
Published: (2025)
by: Park, Jonggwon, et al.
Published: (2025)
DocSum: Domain-Adaptive Pre-training for Document Abstractive Summarization
by: Chau, Phan Phuong Mai, et al.
Published: (2024)
by: Chau, Phan Phuong Mai, et al.
Published: (2024)
A Video is Worth 10,000 Words: Training and Benchmarking with Diverse Captions for Better Long Video Retrieval
by: Gwilliam, Matthew, et al.
Published: (2023)
by: Gwilliam, Matthew, et al.
Published: (2023)
VideoExplorer: Think With Videos For Agentic Long-Video Understanding
by: Yuan, Huaying, et al.
Published: (2025)
by: Yuan, Huaying, et al.
Published: (2025)
Similar Items
-
Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation
by: Pennec, Galann, et al.
Published: (2025) -
From Long Videos to Engaging Clips: A Human-Inspired Video Editing Framework with Multimodal Narrative Understanding
by: Wang, Xiangfeng, et al.
Published: (2025) -
Moment Sampling in Video LLMs for Long-Form Video QA
by: Chasmai, Mustafa, et al.
Published: (2025) -
From Frames to Clips: Training-free Adaptive Key Clip Selection for Long-Form Video Understanding
by: Sun, Guangyu, et al.
Published: (2025) -
VideoXum: Cross-modal Visual and Textural Summarization of Videos
by: Lin, Jingyang, et al.
Published: (2023)