StreamingTOM: Streaming Token Compression for Efficient Video Understanding
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Xueyi, Tao, Keda, Shao, Kele, Wang, Huan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
StreamingAssistant: Efficient Visual Token Pruning for Accelerating Online Video Understanding
by: Jin, Xinqi, et al.
Published: (2025)
by: Jin, Xinqi, et al.
Published: (2025)
OmniZip: Audio-Guided Dynamic Token Compression for Fast Omnimodal Large Language Models
by: Tao, Keda, et al.
Published: (2025)
by: Tao, Keda, et al.
Published: (2025)
HoliTom: Holistic Token Merging for Fast Video Large Language Models
by: Shao, Kele, et al.
Published: (2025)
by: Shao, Kele, et al.
Published: (2025)
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)
StreamingVLM: Real-Time Understanding for Infinite Video Streams
by: Xu, Ruyi, et al.
Published: (2025)
by: Xu, Ruyi, et al.
Published: (2025)
Contribution-aware Token Compression for Efficient Video Understanding via Reinforcement Learning
by: Ma, Yinchao, et al.
Published: (2026)
by: Ma, Yinchao, et al.
Published: (2026)
StreamMem: Query-Agnostic KV Cache Memory for Streaming Video Understanding
by: Yang, Yanlai, et al.
Published: (2025)
by: Yang, Yanlai, 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)
A Survey of Token Compression for Efficient Multimodal Large Language Models
by: Shao, Kele, et al.
Published: (2025)
by: Shao, Kele, et al.
Published: (2025)
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)
StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos
by: Lee, Daeun, et al.
Published: (2025)
by: Lee, Daeun, 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)
CogStream: Context-guided Streaming Video Question Answering
by: Zhao, Zicheng, et al.
Published: (2025)
by: Zhao, Zicheng, et al.
Published: (2025)
Thinking in Streaming Video
by: Liu, Zikang, et al.
Published: (2026)
by: Liu, Zikang, et al.
Published: (2026)
Response-G1: Explicit Scene Graph Modeling for Proactive Streaming Video Understanding
by: Ma, Ke, et al.
Published: (2026)
by: Ma, Ke, et al.
Published: (2026)
SANA-Streaming: Real-time Streaming Video Editing with Hybrid Diffusion Transformer
by: Zhao, Yuyang, et al.
Published: (2026)
by: Zhao, Yuyang, et al.
Published: (2026)
EvoStreaming: Your Offline Video Model Is a Natively Streaming Assistant
by: Wen, Zichen, et al.
Published: (2026)
by: Wen, Zichen, et al.
Published: (2026)
Em-Garde: A Propose-Match Framework for Proactive Streaming Video Understanding
by: Zheng, Yikai, et al.
Published: (2026)
by: Zheng, Yikai, et al.
Published: (2026)
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)
STRIDE: When to Speak Meets Sequence Denoising for Streaming Video Understanding
by: Kim, Junho, et al.
Published: (2026)
by: Kim, Junho, et al.
Published: (2026)
LiveStar: Live Streaming Assistant for Real-World Online Video Understanding
by: Yang, Zhenyu, et al.
Published: (2025)
by: Yang, Zhenyu, et al.
Published: (2025)
FLoC: Facility Location-Based Efficient Visual Token Compression for Long Video Understanding
by: Cho, Janghoon, et al.
Published: (2025)
by: Cho, Janghoon, et al.
Published: (2025)
PEARL: Personalized Streaming Video Understanding Model
by: Zheng, Yuanhong, et al.
Published: (2026)
by: Zheng, Yuanhong, et al.
Published: (2026)
A Survey on Generative AI and LLM for Video Generation, Understanding, and Streaming
by: Zhou, Pengyuan, et al.
Published: (2024)
by: Zhou, Pengyuan, et al.
Published: (2024)
Event-VStream: Event-Driven Real-Time Understanding for Long Video Streams
by: Guo, Zhenghui, et al.
Published: (2026)
by: Guo, Zhenghui, et al.
Published: (2026)
GazeQwen: Lightweight Gaze-Conditioned LLM Modulation for Streaming Video Understanding
by: Pham, Trong Thang, et al.
Published: (2026)
by: Pham, Trong Thang, et al.
Published: (2026)
StreamPro: From Reactive Perception to Proactive Decision-Making in Streaming Video
by: Li, Ao, et al.
Published: (2026)
by: Li, Ao, et al.
Published: (2026)
Motion Guided Token Compression for Efficient Masked Video Modeling
by: Feng, Yukun, et al.
Published: (2024)
by: Feng, Yukun, et al.
Published: (2024)
WinT3R: Window-Based Streaming Reconstruction with Camera Token Pool
by: Li, Zizun, et al.
Published: (2025)
by: Li, Zizun, et al.
Published: (2025)
MuKV: Multi-Grained KV Cache Compression for Long Streaming Video Question-Answering
by: Xiao, Junbin, et al.
Published: (2026)
by: Xiao, Junbin, et al.
Published: (2026)
DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models
by: Tao, Keda, et al.
Published: (2024)
by: Tao, Keda, et al.
Published: (2024)
QUEEN: QUantized Efficient ENcoding of Dynamic Gaussians for Streaming Free-viewpoint Videos
by: Girish, Sharath, et al.
Published: (2024)
by: Girish, Sharath, et al.
Published: (2024)
Learning from One Continuous Video Stream
by: Carreira, João, et al.
Published: (2023)
by: Carreira, João, et al.
Published: (2023)
Audio-Sync Video Generation with Multi-Stream Temporal Control
by: Weng, Shuchen, et al.
Published: (2025)
by: Weng, Shuchen, et al.
Published: (2025)
Vista: Scene-Aware Optimization for Streaming Video Question Answering under Post-Hoc Queries
by: Lu, Haocheng, et al.
Published: (2026)
by: Lu, Haocheng, et al.
Published: (2026)
Homogeneous Tokenizer Matters: Homogeneous Visual Tokenizer for Remote Sensing Image Understanding
by: Shao, Run, et al.
Published: (2024)
by: Shao, Run, et al.
Published: (2024)
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)
StreamBridge: Turning Your Offline Video Large Language Model into a Proactive Streaming Assistant
by: Wang, Haibo, et al.
Published: (2025)
by: Wang, Haibo, et al.
Published: (2025)
VideoScaffold: Elastic-Scale Visual Hierarchies for Streaming Video Understanding in MLLMs
by: Zheng, Naishan, et al.
Published: (2025)
by: Zheng, Naishan, et al.
Published: (2025)
Similar Items
-
StreamingAssistant: Efficient Visual Token Pruning for Accelerating Online Video Understanding
by: Jin, Xinqi, et al.
Published: (2025) -
OmniZip: Audio-Guided Dynamic Token Compression for Fast Omnimodal Large Language Models
by: Tao, Keda, et al.
Published: (2025) -
HoliTom: Holistic Token Merging for Fast Video Large Language Models
by: Shao, Kele, et al.
Published: (2025) -
StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding
by: Lin, Junming, et al.
Published: (2024) -
StreamingVLM: Real-Time Understanding for Infinite Video Streams
by: Xu, Ruyi, et al.
Published: (2025)