Memory Consolidation Enables Long-Context Video Understanding
Fuente:
arXiv
Saved in:
| Main Authors: | Balažević, Ivana, Shi, Yuge, Papalampidi, Pinelopi, Chaabouni, Rahma, Koppula, Skanda, Hénaff, Olivier J. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Context-Aware Multimodal Pretraining
by: Roth, Karsten, et al.
Published: (2024)
by: Roth, Karsten, et al.
Published: (2024)
A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames
by: Papalampidi, Pinelopi, et al.
Published: (2023)
by: Papalampidi, Pinelopi, et al.
Published: (2023)
Finding the Right Moment: Human-Assisted Trailer Creation via Task Composition
by: Papalampidi, Pinelopi, et al.
Published: (2021)
by: Papalampidi, Pinelopi, et al.
Published: (2021)
Dynamic Classifier-Free Diffusion Guidance via Online Feedback
by: Papalampidi, Pinelopi, et al.
Published: (2025)
by: Papalampidi, Pinelopi, et al.
Published: (2025)
$\infty$-Video: A Training-Free Approach to Long Video Understanding via Continuous-Time Memory Consolidation
by: Santos, Saul, et al.
Published: (2025)
by: Santos, Saul, et al.
Published: (2025)
PaliGemma: A versatile 3B VLM for transfer
by: Beyer, Lucas, et al.
Published: (2024)
by: Beyer, Lucas, et al.
Published: (2024)
VideoLucy: Deep Memory Backtracking for Long Video Understanding
by: Zuo, Jialong, et al.
Published: (2025)
by: Zuo, Jialong, et al.
Published: (2025)
Context as Memory: Scene-Consistent Interactive Long Video Generation with Memory Retrieval
by: Yu, Jiwen, et al.
Published: (2025)
by: Yu, Jiwen, et al.
Published: (2025)
Long-VMNet: Accelerating Long-Form Video Understanding via Fixed Memory
by: Gurukar, Saket, et al.
Published: (2025)
by: Gurukar, Saket, et al.
Published: (2025)
Fine-Grained Captioning of Long Videos through Scene Graph Consolidation
by: Chu, Sanghyeok, et al.
Published: (2025)
by: Chu, Sanghyeok, et al.
Published: (2025)
Revisiting Text-to-Image Evaluation with Gecko: On Metrics, Prompts, and Human Ratings
by: Wiles, Olivia, et al.
Published: (2024)
by: Wiles, Olivia, et al.
Published: (2024)
Memory-enhanced Retrieval Augmentation for Long Video Understanding
by: Yuan, Huaying, et al.
Published: (2025)
by: Yuan, Huaying, et al.
Published: (2025)
VideoMem: Enhancing Ultra-Long Video Understanding via Adaptive Memory Management
by: Jin, Hongbo, et al.
Published: (2025)
by: Jin, Hongbo, et al.
Published: (2025)
A Mixed Diet Makes DINO An Omnivorous Vision Encoder
by: Kabra, Rishabh, et al.
Published: (2026)
by: Kabra, Rishabh, et al.
Published: (2026)
VideoOdyssey: A Benchmark for Ultra-Long-Context and Omni-Modal Video Understanding
by: He, Haichen, et al.
Published: (2026)
by: He, Haichen, et al.
Published: (2026)
VideoLLaMB: Long Streaming Video Understanding with Recurrent Memory Bridges
by: Wang, Yuxuan, et al.
Published: (2024)
by: Wang, Yuxuan, et al.
Published: (2024)
Visual Agentic Memory: Enabling Online Long Video Understanding via Online Indexing, Hierarchical Memory, and Agentic Retrieval
by: Li, Aiden Yiliu, et al.
Published: (2026)
by: Li, Aiden Yiliu, et al.
Published: (2026)
Flash-VStream: Memory-Based Real-Time Understanding for Long Video Streams
by: Zhang, Haoji, et al.
Published: (2024)
by: Zhang, Haoji, et al.
Published: (2024)
Question-guided Visual Compression with Memory Feedback for Long-Term Video Understanding
by: Yamao, Sosuke, et al.
Published: (2026)
by: Yamao, Sosuke, et al.
Published: (2026)
MovieChat: From Dense Token to Sparse Memory for Long Video Understanding
by: Song, Enxin, et al.
Published: (2023)
by: Song, Enxin, et al.
Published: (2023)
CacheFlow: Compressive Streaming Memory for Efficient Long-Form Video Understanding
by: Patel, Shrenik, et al.
Published: (2025)
by: Patel, Shrenik, et al.
Published: (2025)
Visual Context Window Extension: A New Perspective for Long Video Understanding
by: Wei, Hongchen, et al.
Published: (2024)
by: Wei, Hongchen, et al.
Published: (2024)
TAPNext: Tracking Any Point (TAP) as Next Token Prediction
by: Zholus, Artem, et al.
Published: (2025)
by: Zholus, Artem, et al.
Published: (2025)
Recurrence-based Vanishing Point Detection
by: Bharadwaj, Skanda, et al.
Published: (2024)
by: Bharadwaj, Skanda, et al.
Published: (2024)
DrVideo: Document Retrieval Based Long Video Understanding
by: Ma, Ziyu, et al.
Published: (2024)
by: Ma, Ziyu, et al.
Published: (2024)
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)
Embodied VideoAgent: Persistent Memory from Egocentric Videos and Embodied Sensors Enables Dynamic Scene Understanding
by: Fan, Yue, et al.
Published: (2024)
by: Fan, Yue, et al.
Published: (2024)
MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding
by: He, Bo, et al.
Published: (2024)
by: He, Bo, et al.
Published: (2024)
SAVEn-Vid: Synergistic Audio-Visual Integration for Enhanced Understanding in Long Video Context
by: Li, Jungang, et al.
Published: (2024)
by: Li, Jungang, et al.
Published: (2024)
TAPVid-3D: A Benchmark for Tracking Any Point in 3D
by: Koppula, Skanda, et al.
Published: (2024)
by: Koppula, Skanda, et al.
Published: (2024)
ReWind: Understanding Long Videos with Instructed Learnable Memory
by: Diko, Anxhelo, et al.
Published: (2024)
by: Diko, Anxhelo, et al.
Published: (2024)
VideoScan: Enabling Efficient Streaming Video Understanding via Frame-level Semantic Carriers
by: Li, Ruanjun, et al.
Published: (2025)
by: Li, Ruanjun, et al.
Published: (2025)
StreamMeCo: Long-Term Agent Memory Compression for Efficient Streaming Video Understanding
by: Wang, Junxi, et al.
Published: (2026)
by: Wang, Junxi, et al.
Published: (2026)
Hierarchical Memory for Long Video QA
by: Wang, Yiqin, et al.
Published: (2024)
by: Wang, Yiqin, et al.
Published: (2024)
Long Context Tuning for Video Generation
by: Guo, Yuwei, et al.
Published: (2025)
by: Guo, Yuwei, et al.
Published: (2025)
Enhancing Long Video Understanding via Hierarchical Event-Based Memory
by: Cheng, Dingxin, et al.
Published: (2024)
by: Cheng, Dingxin, et al.
Published: (2024)
GCAgent: Long-Video Understanding via Schematic and Narrative Episodic Memory
by: Yeo, Jeong Hun, et al.
Published: (2025)
by: Yeo, Jeong Hun, et al.
Published: (2025)
Layerwise complexity-matched learning yields an improved model of cortical area V2
by: Parthasarathy, Nikhil, et al.
Published: (2023)
by: Parthasarathy, Nikhil, et al.
Published: (2023)
Context Forcing: Consistent Autoregressive Video Generation with Long Context
by: Chen, Shuo, et al.
Published: (2026)
by: Chen, Shuo, et al.
Published: (2026)
Video Token Merging for Long-form Video Understanding
by: Lee, Seon-Ho, et al.
Published: (2024)
by: Lee, Seon-Ho, et al.
Published: (2024)
Similar Items
-
Context-Aware Multimodal Pretraining
by: Roth, Karsten, et al.
Published: (2024) -
A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames
by: Papalampidi, Pinelopi, et al.
Published: (2023) -
Finding the Right Moment: Human-Assisted Trailer Creation via Task Composition
by: Papalampidi, Pinelopi, et al.
Published: (2021) -
Dynamic Classifier-Free Diffusion Guidance via Online Feedback
by: Papalampidi, Pinelopi, et al.
Published: (2025) -
$\infty$-Video: A Training-Free Approach to Long Video Understanding via Continuous-Time Memory Consolidation
by: Santos, Saul, et al.
Published: (2025)