Memory-enhanced Retrieval Augmentation for Long Video Understanding
Fuente:
arXiv
Saved in:
| Main Authors: | Yuan, Huaying, Liu, Zheng, Qin, Minghao, Qian, Hongjin, Shu, Yan, Dou, Zhicheng, Wen, Ji-Rong, Sebe, Nicu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
VideoExplorer: Think With Videos For Agentic Long-Video Understanding
by: Yuan, Huaying, et al.
Published: (2025)
by: Yuan, Huaying, et al.
Published: (2025)
Video-EM: Event-Centric Episodic Memory for Long-Form Video Understanding
by: Wang, Yun, et al.
Published: (2025)
by: Wang, Yun, et al.
Published: (2025)
Towards Event-oriented Long Video Understanding
by: Du, Yifan, et al.
Published: (2024)
by: Du, Yifan, et al.
Published: (2024)
When Video Coding Meets Multimodal Large Language Models: A Unified Paradigm for Video Coding
by: Zhang, Pingping, et al.
Published: (2024)
by: Zhang, Pingping, et al.
Published: (2024)
VidCompress: Memory-Enhanced Temporal Compression for Video Understanding in Large Language Models
by: Lan, Xiaohan, et al.
Published: (2024)
by: Lan, Xiaohan, et al.
Published: (2024)
Generative Frame Sampler for Long Video Understanding
by: Yao, Linli, et al.
Published: (2025)
by: Yao, Linli, et al.
Published: (2025)
StreamingEval: A Unified Evaluation Protocol towards Realistic Streaming Video Understanding
by: Tang, Guowei, et al.
Published: (2026)
by: Tang, Guowei, et al.
Published: (2026)
MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding
by: Fang, Xinyu, et al.
Published: (2024)
by: Fang, Xinyu, et al.
Published: (2024)
Where to Focus: Query-Modulated Multimodal Keyframe Selection for Long Video Understanding
by: Wang, Shaoguang, et al.
Published: (2026)
by: Wang, Shaoguang, et al.
Published: (2026)
Robust Self-Paced Hashing for Cross-Modal Retrieval with Noisy Labels
by: Pu, Ruitao, et al.
Published: (2025)
by: Pu, Ruitao, et al.
Published: (2025)
LongInsightBench: A Comprehensive Benchmark for Evaluating Omni-Modal Models on Human-Centric Long-Video Understanding
by: Han, ZhaoYang, et al.
Published: (2025)
by: Han, ZhaoYang, et al.
Published: (2025)
HUD: Hierarchical Uncertainty-Aware Disambiguation Network for Composed Video Retrieval
by: Chen, Zhiwei, et al.
Published: (2025)
by: Chen, Zhiwei, et al.
Published: (2025)
VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models
by: Wang, Jiapeng, et al.
Published: (2024)
by: Wang, Jiapeng, et al.
Published: (2024)
TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning
by: Zeng, Xiangyu, et al.
Published: (2024)
by: Zeng, Xiangyu, et al.
Published: (2024)
CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person Retrieval
by: Yu, Hang, et al.
Published: (2025)
by: Yu, Hang, et al.
Published: (2025)
Deep Reversible Consistency Learning for Cross-modal Retrieval
by: Pu, Ruitao, et al.
Published: (2025)
by: Pu, Ruitao, et al.
Published: (2025)
Turing Patterns for Multimedia: Reaction-Diffusion Multi-Modal Fusion for Language-Guided Video Moment Retrieval
by: Fang, Xiang, et al.
Published: (2026)
by: Fang, Xiang, et al.
Published: (2026)
What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models
by: Baraldi, Lorenzo, et al.
Published: (2025)
by: Baraldi, Lorenzo, et al.
Published: (2025)
Long Video Diffusion Generation with Segmented Cross-Attention and Content-Rich Video Data Curation
by: Yan, Xin, et al.
Published: (2024)
by: Yan, Xin, et al.
Published: (2024)
PRVR: Partially Relevant Video Retrieval
by: Chen, Xianke, et al.
Published: (2022)
by: Chen, Xianke, et al.
Published: (2022)
TUNA: Comprehensive Fine-grained Temporal Understanding Evaluation on Dense Dynamic Videos
by: Kong, Fanheng, et al.
Published: (2025)
by: Kong, Fanheng, et al.
Published: (2025)
ReTaKe: Reducing Temporal and Knowledge Redundancy for Long Video Understanding
by: Wang, Xiao, et al.
Published: (2024)
by: Wang, Xiao, et al.
Published: (2024)
MoRAG -- Multi-Fusion Retrieval Augmented Generation for Human Motion
by: Kalakonda, Sai Shashank, et al.
Published: (2024)
by: Kalakonda, Sai Shashank, et al.
Published: (2024)
HLFormer: Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning
by: Li, Jun, et al.
Published: (2025)
by: Li, Jun, et al.
Published: (2025)
ASR-enhanced Multimodal Representation Learning for Cross-Domain Product Retrieval
by: Zhao, Ruixiang, et al.
Published: (2024)
by: Zhao, Ruixiang, et al.
Published: (2024)
MomentSeeker: A Task-Oriented Benchmark For Long-Video Moment Retrieval
by: Yuan, Huaying, et al.
Published: (2025)
by: Yuan, Huaying, et al.
Published: (2025)
Context-Enhanced Video Moment Retrieval with Large Language Models
by: Liu, Weijia, et al.
Published: (2024)
by: Liu, Weijia, et al.
Published: (2024)
Prompt-aware of Frame Sampling for Efficient Text-Video Retrieval
by: Zhang, Deyu, et al.
Published: (2025)
by: Zhang, Deyu, et al.
Published: (2025)
Enhancing Partially Relevant Video Retrieval with Robust Alignment Learning
by: Zhang, Long, et al.
Published: (2025)
by: Zhang, Long, et al.
Published: (2025)
VideoMem: Constructing, Analyzing, Predicting Short-term and Long-term Video Memorability
by: Cohendet, Romain, et al.
Published: (2018)
by: Cohendet, Romain, et al.
Published: (2018)
Delving Deeper: Hierarchical Visual Perception for Robust Video-Text Retrieval
by: Xie, Zequn, et al.
Published: (2026)
by: Xie, Zequn, et al.
Published: (2026)
Imagine Before Concentration: Diffusion-Guided Registers Enhance Partially Relevant Video Retrieval
by: Li, Jun, et al.
Published: (2026)
by: Li, Jun, et al.
Published: (2026)
DVF: Advancing Robust and Accurate Fine-Grained Image Retrieval with Retrieval Guidelines
by: Jiang, Xin, et al.
Published: (2024)
by: Jiang, Xin, et al.
Published: (2024)
An Empirical Comparison of Video Frame Sampling Methods for Multi-Modal RAG Retrieval
by: Kandhare, Mahesh, et al.
Published: (2024)
by: Kandhare, Mahesh, et al.
Published: (2024)
T2VParser: Adaptive Decomposition Tokens for Partial Alignment in Text to Video Retrieval
by: Li, Yili, et al.
Published: (2025)
by: Li, Yili, et al.
Published: (2025)
Transcending Fusion: A Multi-Scale Alignment Method for Remote Sensing Image-Text Retrieval
by: Yang, Rui, et al.
Published: (2024)
by: Yang, Rui, et al.
Published: (2024)
Knowledge-enhanced Multi-perspective Video Representation Learning for Scene Recognition
by: Yu, Xuzheng, et al.
Published: (2024)
by: Yu, Xuzheng, et al.
Published: (2024)
Augment Before Copy-Paste: Data and Memory Efficiency-Oriented Instance Segmentation Framework for Sport-scenes
by: Hsu, Chih-Chung, et al.
Published: (2024)
by: Hsu, Chih-Chung, et al.
Published: (2024)
OmniGAIA: Towards Native Omni-Modal AI Agents
by: Li, Xiaoxi, et al.
Published: (2026)
by: Li, Xiaoxi, et al.
Published: (2026)
Multi-proposal Collaboration and Multi-task Training for Weakly-supervised Video Moment Retrieval
by: Zhang, Bolin, et al.
Published: (2026)
by: Zhang, Bolin, et al.
Published: (2026)
Similar Items
-
VideoExplorer: Think With Videos For Agentic Long-Video Understanding
by: Yuan, Huaying, et al.
Published: (2025) -
Video-EM: Event-Centric Episodic Memory for Long-Form Video Understanding
by: Wang, Yun, et al.
Published: (2025) -
Towards Event-oriented Long Video Understanding
by: Du, Yifan, et al.
Published: (2024) -
When Video Coding Meets Multimodal Large Language Models: A Unified Paradigm for Video Coding
by: Zhang, Pingping, et al.
Published: (2024) -
VidCompress: Memory-Enhanced Temporal Compression for Video Understanding in Large Language Models
by: Lan, Xiaohan, et al.
Published: (2024)