StreamMeCo: Long-Term Agent Memory Compression for Efficient Streaming Video Understanding
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Junxi, Sun, Te, Zhu, Jiayi, Li, Junxian, Xu, Haowen, Wen, Zichen, Hu, Xuming, Li, Zhiyu, Zhang, Linfeng |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
EvoStreaming: Your Offline Video Model Is a Natively Streaming Assistant
by: Wen, Zichen, et al.
Published: (2026)
by: Wen, Zichen, et al.
Published: (2026)
CacheFlow: Compressive Streaming Memory for Efficient Long-Form Video Understanding
by: Patel, Shrenik, et al.
Published: (2025)
by: Patel, Shrenik, et al.
Published: (2025)
VideoCompressa: Data-Efficient Video Understanding via Joint Temporal Compression and Spatial Reconstruction
by: Wang, Shaobo, et al.
Published: (2025)
by: Wang, Shaobo, et al.
Published: (2025)
StreamingTOM: Streaming Token Compression for Efficient Video Understanding
by: Chen, Xueyi, et al.
Published: (2025)
by: Chen, Xueyi, et al.
Published: (2025)
StreamAgent: Towards Anticipatory Agents for Streaming Video Understanding
by: Yang, Haolin, et al.
Published: (2025)
by: Yang, Haolin, et al.
Published: (2025)
StreamForest: Efficient Online Video Understanding with Persistent Event Memory
by: Zeng, Xiangyu, et al.
Published: (2025)
by: Zeng, Xiangyu, et al.
Published: (2025)
SlotMemory: Object-Centric KV Memory for Streaming Long-Video Generation
by: Dou, Weijia, et al.
Published: (2026)
by: Dou, Weijia, 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)
StreamMem: Query-Agnostic KV Cache Memory for Streaming Video Understanding
by: Yang, Yanlai, et al.
Published: (2025)
by: Yang, Yanlai, et al.
Published: (2025)
HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding
by: Zhang, Haowei, et al.
Published: (2026)
by: Zhang, Haowei, et al.
Published: (2026)
InfiniPot-V: Memory-Constrained KV Cache Compression for Streaming Video Understanding
by: Kim, Minsoo, et al.
Published: (2025)
by: Kim, Minsoo, et al.
Published: (2025)
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)
An Efficient Streaming Video Understanding Framework with Agentic Control
by: Liu, Jinming, et al.
Published: (2026)
by: Liu, Jinming, et al.
Published: (2026)
Flash-VStream: Efficient Real-Time Understanding for Long Video Streams
by: Zhang, Haoji, et al.
Published: (2025)
by: Zhang, Haoji, et al.
Published: (2025)
CurveStream: Boosting Streaming Video Understanding in MLLMs via Curvature-Aware Hierarchical Visual Memory Management
by: Wang, Chao, et al.
Published: (2026)
by: Wang, Chao, et al.
Published: (2026)
StreamEQA: Towards Streaming Video Understanding for Embodied Scenarios
by: Wang, Yifei, et al.
Published: (2025)
by: Wang, Yifei, et al.
Published: (2025)
Streaming Video Understanding and Multi-round Interaction with Memory-enhanced Knowledge
by: Xiong, Haomiao, et al.
Published: (2025)
by: Xiong, Haomiao, et al.
Published: (2025)
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)
StreamBP: Memory-Efficient Exact Backpropagation for Long Sequence Training of LLMs
by: Luo, Qijun, et al.
Published: (2025)
by: Luo, Qijun, et al.
Published: (2025)
StreamOV: Streaming Omni-Video Understanding via Evidence-Guided Memory and Response Triggering
by: Xie, Ming, et al.
Published: (2026)
by: Xie, Ming, et al.
Published: (2026)
Streaming Long Video Understanding with Large Language Models
by: Qian, Rui, et al.
Published: (2024)
by: Qian, Rui, et al.
Published: (2024)
StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding
by: Lin, Junming, et al.
Published: (2024)
by: Lin, Junming, et al.
Published: (2024)
Semantic-Aware Adaptive Visual Memory for Streaming Video Understanding
by: Wu, Hang, et al.
Published: (2026)
by: Wu, Hang, et al.
Published: (2026)
FluxMem: Adaptive Hierarchical Memory for Streaming Video Understanding
by: Xie, Yiweng, et al.
Published: (2026)
by: Xie, Yiweng, et al.
Published: (2026)
MemReader: From Passive to Active Extraction for Long-Term Agent Memory
by: Kang, Jingyi, et al.
Published: (2026)
by: Kang, Jingyi, et al.
Published: (2026)
Accelerating Streaming Video Large Language Models via Hierarchical Token Compression
by: Wang, Yiyu, et al.
Published: (2025)
by: Wang, Yiyu, et al.
Published: (2025)
CoRDS: Coreset-based Representative and Diverse Selection for Streaming Video Understanding
by: Mahdizadeh, Ailar, et al.
Published: (2026)
by: Mahdizadeh, Ailar, et al.
Published: (2026)
PEARL: Personalized Streaming Video Understanding Model
by: Zheng, Yuanhong, et al.
Published: (2026)
by: Zheng, Yuanhong, et al.
Published: (2026)
StarStream: Live Video Analytics over Space Networking
by: Zhang, Miao, et al.
Published: (2025)
by: Zhang, Miao, et al.
Published: (2025)
Memory-efficient Streaming VideoLLMs for Real-time Procedural Video Understanding
by: Chatterjee, Dibyadip, et al.
Published: (2025)
by: Chatterjee, Dibyadip, et al.
Published: (2025)
StreamingCoT: A Dataset for Temporal Dynamics and Multimodal Chain-of-Thought Reasoning in Streaming VideoQA
by: Hu, Yuhang, et al.
Published: (2025)
by: Hu, Yuhang, et al.
Published: (2025)
FreshMem: Brain-Inspired Frequency-Space Hybrid Memory for Streaming Video Understanding
by: Li, Kangcong, et al.
Published: (2026)
by: Li, Kangcong, et al.
Published: (2026)
EEA: Exploration-Exploitation Agent for Long Video Understanding
by: Yang, Te, et al.
Published: (2025)
by: Yang, Te, et al.
Published: (2025)
StreamingVLM: Real-Time Understanding for Infinite Video Streams
by: Xu, Ruyi, et al.
Published: (2025)
by: Xu, Ruyi, et al.
Published: (2025)
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)
DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads
by: Xiao, Guangxuan, et al.
Published: (2024)
by: Xiao, Guangxuan, et al.
Published: (2024)
Memory Helps, but Confabulation Misleads: Understanding Streaming Events in Videos with MLLMs
by: Zhang, Gengyuan, et al.
Published: (2025)
by: Zhang, Gengyuan, et al.
Published: (2025)
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)
ESOM: Efficiently Understanding Streaming Video Anomalies with Open-world Dynamic Definitions
by: Liu, Zihao, et al.
Published: (2026)
by: Liu, Zihao, et al.
Published: (2026)
StreamIndex: Memory-Bounded Compressed Sparse Attention via Streaming Top-k
by: Jaber, Jaber, et al.
Published: (2026)
by: Jaber, Jaber, et al.
Published: (2026)
Similar Items
-
EvoStreaming: Your Offline Video Model Is a Natively Streaming Assistant
by: Wen, Zichen, et al.
Published: (2026) -
CacheFlow: Compressive Streaming Memory for Efficient Long-Form Video Understanding
by: Patel, Shrenik, et al.
Published: (2025) -
VideoCompressa: Data-Efficient Video Understanding via Joint Temporal Compression and Spatial Reconstruction
by: Wang, Shaobo, et al.
Published: (2025) -
StreamingTOM: Streaming Token Compression for Efficient Video Understanding
by: Chen, Xueyi, et al.
Published: (2025) -
StreamAgent: Towards Anticipatory Agents for Streaming Video Understanding
by: Yang, Haolin, et al.
Published: (2025)