Cover Image

Making Every Frame Matter: Continuous Activity Recognition in Streaming Video via Adaptive Video Context Modeling

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wu, Hao, Bai, Donglin, Jiang, Shiqi, Zhang, Qianxi, Yang, Yifan, Ding, Xin, Cao, Ting, Liu, Yunxin, Xu, Fengyuan
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition
by: Ding, Xin, et al.
Published: (2025)

Em-Garde: A Propose-Match Framework for Proactive Streaming Video Understanding
by: Zheng, Yikai, et al.
Published: (2026)

AdaNav: Adaptive Reasoning with Uncertainty for Vision-Language Navigation
by: Ding, Xin, et al.
Published: (2025)

Video-in-the-Loop: Span-Grounded Long Video QA with Interleaved Reasoning
by: Wang, Chendong, et al.
Published: (2025)

MemCompiler: Compile, Don't Inject -- State-Conditioned Memory for Embodied Agents
by: Ding, Xin, et al.
Published: (2026)

Scaling Up On-Device LLMs via Active-Weight Swapping Between DRAM and Flash
by: Jia, Fucheng, et al.
Published: (2025)

EmbodiSkill: Skill-Aware Reflection for Self-Evolving Embodied Agents
by: Ju, Ruofei, et al.
Published: (2026)

VideoScan: Enabling Efficient Streaming Video Understanding via Frame-level Semantic Carriers
by: Li, Ruanjun, et al.
Published: (2025)

AVA: Towards Agentic Video Analytics with Vision Language Models
by: Yan, Yuxuan, et al.
Published: (2025)

FC-VFI: Faithful and Consistent Video Frame Interpolation for High-FPS Slow Motion Video Generation
by: Ding, Ganggui, et al.
Published: (2026)

Efficient Remote KV Cache Reuse with GPU-native Video Codec
by: Mi, Liang, et al.
Published: (2026)

StreamOptix: A Cross-layer Adaptive Video Delivery Scheme
by: Liu, Mufan, et al.
Published: (2024)

End-to-End Dense Video Grounding via Parallel Regression
by: Shi, Fengyuan, et al.
Published: (2021)

BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge
by: Sun, Lin, et al.
Published: (2023)

Adaptive 3D Gaussian Splatting Video Streaming
by: Gong, Han, et al.
Published: (2025)

CogStream: Context-guided Streaming Video Question Answering
by: Zhao, Zicheng, et al.
Published: (2025)

DynFrame: Adaptive Reasoning-Driven Multimodal Framework with Dynamic Frame Augmentation for Complex Video Understanding
by: Zhang, Peng, et al.
Published: (2026)

Sequence-Adaptive Video Prediction in Continuous Streams using Diffusion Noise Optimization
by: Azar, Sina Mokhtarzadeh, et al.
Published: (2025)

Beyond the Last Frame: Process-aware Evaluation for Generative Video Reasoning
by: Li, Yifan, et al.
Published: (2025)

Video Frame Interpolation for Polarization via Swin-Transformer
by: Huang, Feng, et al.
Published: (2024)

On Denoising Walking Videos for Gait Recognition
by: Jin, Dongyang, et al.
Published: (2025)

Every Attention Matters: An Efficient Hybrid Architecture for Long-Context Reasoning
by: Ling Team, et al.
Published: (2025)

Streaming Video Question-Answering with In-context Video KV-Cache Retrieval
by: Di, Shangzhe, et al.
Published: (2025)

Event-based Continuous Color Video Decompression from Single Frames
by: Wang, Ziyun, et al.
Published: (2023)

DeformStream: Deformation-based Adaptive Volumetric Video Streaming
by: Li, Boyan, et al.
Published: (2024)

Look Every Frame All at Once: Video-Ma$^2$mba for Efficient Long-form Video Understanding with Multi-Axis Gradient Checkpointing
by: Lee, Hosu, et al.
Published: (2024)

Online Misinformation Detection in Live Streaming Videos
by: Cao, Rui
Published: (2025)

StreamPro: From Reactive Perception to Proactive Decision-Making in Streaming Video
by: Li, Ao, et al.
Published: (2026)

Learning from One Continuous Video Stream
by: Carreira, João, et al.
Published: (2023)

Characterizing User Platforms for Video Streaming in Broadband Networks
by: Wang, Yifan, et al.
Published: (2024)

Adaptive Greedy Frame Selection for Long Video Understanding
by: Huang, Yuning, et al.
Published: (2026)

Selective Volume Mixup for Video Action Recognition
by: Tan, Yi, et al.
Published: (2023)

Sculptor: Empowering LLMs with Cognitive Agency via Active Context Management
by: Li, Mo, et al.
Published: (2025)

Frame Context Packing and Drift Prevention in Next-Frame-Prediction Video Diffusion Models
by: Zhang, Lvmin, et al.
Published: (2025)

Long-Context Autoregressive Video Modeling with Next-Frame Prediction
by: Gu, Yuchao, et al.
Published: (2025)

A Gift for Every Teacher in Every Language: The Video Library of Classroom Practices
by: Duncan, Greg
Published: (2008)

Perception-Oriented Video Frame Interpolation via Asymmetric Blending
by: Wu, Guangyang, et al.
Published: (2024)

WeaveTime: Stream from Earlier Frames into Emergent Memory in VideoLLMs
by: Zhang, Yulin, et al.
Published: (2026)

Progressive Frame Patching for FoV-based Point Cloud Video Streaming
by: Zong, Tongyu, et al.
Published: (2023)

LFS: Learnable Frame Selector for Event-Aware and Temporally Diverse Video Captioning
by: Chao, Lianying, et al.
Published: (2026)