Em-Garde: A Propose-Match Framework for Proactive Streaming Video Understanding
Fuente:
arXiv
Saved in:
| Main Authors: | Zheng, Yikai, Ding, Xin, Yang, Yifan, Jiang, Shiqi, Wu, Hao, Zhang, Qianxi, Wang, Weijun, Cao, Ting, Liu, Yunxin |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Making Every Frame Matter: Continuous Activity Recognition in Streaming Video via Adaptive Video Context Modeling
by: Wu, Hao, et al.
Published: (2024)
by: Wu, Hao, et al.
Published: (2024)
StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition
by: Ding, Xin, et al.
Published: (2025)
by: Ding, Xin, et al.
Published: (2025)
OmniPro: A Comprehensive Benchmark for Omni-Proactive Streaming Video Understanding
by: Zhao, Ruixiang, et al.
Published: (2026)
by: Zhao, Ruixiang, et al.
Published: (2026)
AdaNav: Adaptive Reasoning with Uncertainty for Vision-Language Navigation
by: Ding, Xin, et al.
Published: (2025)
by: Ding, Xin, et al.
Published: (2025)
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)
BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge
by: Sun, Lin, et al.
Published: (2023)
by: Sun, Lin, et al.
Published: (2023)
Eyes Wide Open: Ego Proactive Video-LLM for Streaming Video
by: Zhang, Yulin, et al.
Published: (2025)
by: Zhang, Yulin, et al.
Published: (2025)
GRIP-VLM: Group-Relative Importance Pruning for Efficient Vision-Language Models
by: Huang, Mingzhe, et al.
Published: (2026)
by: Huang, Mingzhe, et al.
Published: (2026)
An Efficient Streaming Video Understanding Framework with Agentic Control
by: Liu, Jinming, et al.
Published: (2026)
by: Liu, Jinming, et al.
Published: (2026)
EmbodiSkill: Skill-Aware Reflection for Self-Evolving Embodied Agents
by: Ju, Ruofei, et al.
Published: (2026)
by: Ju, Ruofei, 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)
AVA: Towards Agentic Video Analytics with Vision Language Models
by: Yan, Yuxuan, et al.
Published: (2025)
by: Yan, Yuxuan, et al.
Published: (2025)
MemCompiler: Compile, Don't Inject -- State-Conditioned Memory for Embodied Agents
by: Ding, Xin, et al.
Published: (2026)
by: Ding, Xin, et al.
Published: (2026)
StreamAgent: Towards Anticipatory Agents for Streaming Video Understanding
by: Yang, Haolin, et al.
Published: (2025)
by: Yang, Haolin, et al.
Published: (2025)
StreamEQA: Towards Streaming Video Understanding for Embodied Scenarios
by: Wang, Yifei, et al.
Published: (2025)
by: Wang, Yifei, et al.
Published: (2025)
PEARL: Personalized Streaming Video Understanding Model
by: Zheng, Yuanhong, et al.
Published: (2026)
by: Zheng, Yuanhong, et al.
Published: (2026)
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos
by: Zhang, Yichi, et al.
Published: (2025)
by: Zhang, Yichi, et al.
Published: (2025)
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)
ProactiveVideoQA: A Comprehensive Benchmark Evaluating Proactive Interactions in Video Large Language Models
by: Wang, Yueqian, et al.
Published: (2025)
by: Wang, Yueqian, et al.
Published: (2025)
PaSBench-Video: A Streaming Video Benchmark for Proactive Safety Warning
by: Zhao, Yusong, et al.
Published: (2026)
by: Zhao, Yusong, et al.
Published: (2026)
Video-in-the-Loop: Span-Grounded Long Video QA with Interleaved Reasoning
by: Wang, Chendong, et al.
Published: (2025)
by: Wang, Chendong, et al.
Published: (2025)
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)
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)
VideoLLaMB: Long Streaming Video Understanding with Recurrent Memory Bridges
by: Wang, Yuxuan, et al.
Published: (2024)
by: Wang, Yuxuan, et al.
Published: (2024)
Streaming Long Video Understanding with Large Language Models
by: Qian, Rui, et al.
Published: (2024)
by: Qian, Rui, et al.
Published: (2024)
FluxMem: Adaptive Hierarchical Memory for Streaming Video Understanding
by: Xie, Yiweng, et al.
Published: (2026)
by: Xie, Yiweng, et al.
Published: (2026)
Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching Distillation
by: Lu, Yunhong, et al.
Published: (2025)
by: Lu, Yunhong, et al.
Published: (2025)
RAIN: Real-time Animation of Infinite Video Stream
by: Shu, Zhilei, et al.
Published: (2024)
by: Shu, Zhilei, et al.
Published: (2024)
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)
Token Merging via Spatiotemporal Information Mining for Surgical Video Understanding
by: Jiang, Xixi, et al.
Published: (2025)
by: Jiang, Xixi, et al.
Published: (2025)
Mixup Helps Understanding Multimodal Video Better
by: Ma, Xiaoyu, et al.
Published: (2025)
by: Ma, Xiaoyu, 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)
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)
EgoPro-Bench: Benchmarking Personalized Proactive Interaction in Egocentric Video Streams
by: Ran, Dongchuan, et al.
Published: (2026)
by: Ran, Dongchuan, et al.
Published: (2026)
Semantic-Aware Adaptive Visual Memory for Streaming Video Understanding
by: Wu, Hang, et al.
Published: (2026)
by: Wu, Hang, et al.
Published: (2026)
SpatialMe: Stereo Video Conversion Using Depth-Warping and Blend-Inpainting
by: Zhang, Jiale, et al.
Published: (2024)
by: Zhang, Jiale, et al.
Published: (2024)
Scaling Up On-Device LLMs via Active-Weight Swapping Between DRAM and Flash
by: Jia, Fucheng, et al.
Published: (2025)
by: Jia, Fucheng, et al.
Published: (2025)
VideoVista: A Versatile Benchmark for Video Understanding and Reasoning
by: Li, Yunxin, et al.
Published: (2024)
by: Li, Yunxin, et al.
Published: (2024)
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)
SVBench: A Benchmark with Temporal Multi-Turn Dialogues for Streaming Video Understanding
by: Yang, Zhenyu, et al.
Published: (2025)
by: Yang, Zhenyu, et al.
Published: (2025)
Similar Items
-
Making Every Frame Matter: Continuous Activity Recognition in Streaming Video via Adaptive Video Context Modeling
by: Wu, Hao, et al.
Published: (2024) -
StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition
by: Ding, Xin, et al.
Published: (2025) -
OmniPro: A Comprehensive Benchmark for Omni-Proactive Streaming Video Understanding
by: Zhao, Ruixiang, et al.
Published: (2026) -
AdaNav: Adaptive Reasoning with Uncertainty for Vision-Language Navigation
by: Ding, Xin, et al.
Published: (2025) -
StreamGaze: Gaze-Guided Temporal Reasoning and Proactive Understanding in Streaming Videos
by: Lee, Daeun, et al.
Published: (2025)