AVA: Towards Agentic Video Analytics with Vision Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Yan, Yuxuan, Jiang, Shiqi, Cao, Ting, Yang, Yifan, Yang, Qianqian, Shu, Yuanchao, Yang, Yuqing, Qiu, Lili |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
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)
HiTVideo: Hierarchical Tokenizers for Enhancing Text-to-Video Generation with Autoregressive Large Language Models
by: Zhou, Ziqin, et al.
Published: (2025)
by: Zhou, Ziqin, et al.
Published: (2025)
Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment
by: Dai, Shenghong, et al.
Published: (2024)
by: Dai, Shenghong, et al.
Published: (2024)
Cerberus: Real-Time Video Anomaly Detection via Cascaded Vision-Language Models
by: Zheng, Yue, et al.
Published: (2025)
by: Zheng, Yue, et al.
Published: (2025)
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)
Unified Medical Image Pre-training in Language-Guided Common Semantic Space
by: He, Xiaoxuan, et al.
Published: (2023)
by: He, Xiaoxuan, et al.
Published: (2023)
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)
Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning
by: Li, Siwei, et al.
Published: (2024)
by: Li, Siwei, et al.
Published: (2024)
Region-Adaptive Sampling for Diffusion Transformers
by: Liu, Ziming, et al.
Published: (2025)
by: Liu, Ziming, et al.
Published: (2025)
VoLUT: Efficient Volumetric streaming enhanced by LUT-based super-resolution
by: Wang, Chendong, et al.
Published: (2025)
by: Wang, Chendong, et al.
Published: (2025)
Video-Browser: Towards Agentic Open-web Video Browsing
by: Liang, Zhengyang, et al.
Published: (2025)
by: Liang, Zhengyang, et al.
Published: (2025)
AVA-VLA: Improving Vision-Language-Action models with Active Visual Attention
by: Xiao, Lei, et al.
Published: (2025)
by: Xiao, Lei, et al.
Published: (2025)
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)
AVGen-Bench: A Task-Driven Benchmark for Multi-Granular Evaluation of Text-to-Audio-Video Generation
by: Zhou, Ziwei, et al.
Published: (2026)
by: Zhou, Ziwei, et al.
Published: (2026)
TennisExpert: Towards Expert-Level Analytical Sports Video Understanding
by: Liu, Zhaoyu, et al.
Published: (2026)
by: Liu, Zhaoyu, et al.
Published: (2026)
Libra: Building Decoupled Vision System on Large Language Models
by: Xu, Yifan, et al.
Published: (2024)
by: Xu, Yifan, et al.
Published: (2024)
PANDA: Towards Generalist Video Anomaly Detection via Agentic AI Engineer
by: Yang, Zhiwei, et al.
Published: (2025)
by: Yang, Zhiwei, et al.
Published: (2025)
CollabVR: Collaborative Video Reasoning with Vision-Language and Video Generation Models
by: Kim, Joowon, et al.
Published: (2026)
by: Kim, Joowon, et al.
Published: (2026)
EVE: Towards End-to-End Video Subtitle Extraction with Vision-Language Models
by: Yu, Haiyang, et al.
Published: (2025)
by: Yu, Haiyang, et al.
Published: (2025)
Towards Vision-Language Geo-Foundation Model: A Survey
by: Zhou, Yue, et al.
Published: (2024)
by: Zhou, Yue, et al.
Published: (2024)
From Generalist to Specialist: Adapting Vision Language Models via Task-Specific Visual Instruction Tuning
by: Bai, Yang, et al.
Published: (2024)
by: Bai, Yang, et al.
Published: (2024)
Towards Cross-View Point Correspondence in Vision-Language Models
by: Wang, Yipu, et al.
Published: (2025)
by: Wang, Yipu, et al.
Published: (2025)
Identifying and Mitigating Position Bias of Multi-image Vision-Language Models
by: Tian, Xinyu, et al.
Published: (2025)
by: Tian, Xinyu, et al.
Published: (2025)
ArGue: Attribute-Guided Prompt Tuning for Vision-Language Models
by: Tian, Xinyu, et al.
Published: (2023)
by: Tian, Xinyu, et al.
Published: (2023)
Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding
by: Shu, Yan, et al.
Published: (2024)
by: Shu, Yan, et al.
Published: (2024)
AVA-Bench: Atomic Visual Ability Benchmark for Vision Foundation Models
by: Mai, Zheda, et al.
Published: (2025)
by: Mai, Zheda, et al.
Published: (2025)
Language-Guided Token Compression with Reinforcement Learning in Large Vision-Language Models
by: Cao, Sihan, et al.
Published: (2026)
by: Cao, Sihan, et al.
Published: (2026)
EvoVid: Temporal-Centric Self-Evolution for Video Large Language Models
by: Huang, Shiqi, et al.
Published: (2026)
by: Huang, Shiqi, et al.
Published: (2026)
Unlocking Vision-Language Models for Video Anomaly Detection via Fine-Grained Prompting
by: Zou, Shu, et al.
Published: (2025)
by: Zou, Shu, et al.
Published: (2025)
FUSE-RSVLM: Feature Fusion Vision-Language Model for Remote Sensing
by: Dang, Yunkai, et al.
Published: (2025)
by: Dang, Yunkai, et al.
Published: (2025)
RESTORE: Towards Feature Shift for Vision-Language Prompt Learning
by: Yang, Yuncheng, et al.
Published: (2024)
by: Yang, Yuncheng, et al.
Published: (2024)
VidText: Towards Comprehensive Evaluation for Video Text Understanding
by: Yang, Zhoufaran, et al.
Published: (2025)
by: Yang, Zhoufaran, et al.
Published: (2025)
Agentic Keyframe Search for Video Question Answering
by: Fan, Sunqi, et al.
Published: (2025)
by: Fan, Sunqi, et al.
Published: (2025)
Stereo World Model: Camera-Guided Stereo Video Generation
by: Sun, Yang-Tian, et al.
Published: (2026)
by: Sun, Yang-Tian, et al.
Published: (2026)
VideoDistill: Language-aware Vision Distillation for Video Question Answering
by: Zou, Bo, et al.
Published: (2024)
by: Zou, Bo, et al.
Published: (2024)
Loong: Generating Minute-level Long Videos with Autoregressive Language Models
by: Wang, Yuqing, et al.
Published: (2024)
by: Wang, Yuqing, et al.
Published: (2024)
Debiased Prompt Tuning in Vision-Language Model without Annotations
by: Jiang, Chaoquan, et al.
Published: (2025)
by: Jiang, Chaoquan, et al.
Published: (2025)
LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation
by: Huang, Weiquan, et al.
Published: (2024)
by: Huang, Weiquan, et al.
Published: (2024)
TRIP: Temporal Residual Learning with Image Noise Prior for Image-to-Video Diffusion Models
by: Zhang, Zhongwei, et al.
Published: (2024)
by: Zhang, Zhongwei, et al.
Published: (2024)
Vision-Language-Action (VLA) Models: Concepts, Progress, Applications and Challenges
by: Sapkota, Ranjan, et al.
Published: (2025)
by: Sapkota, Ranjan, et al.
Published: (2025)
Similar Items
-
Video-in-the-Loop: Span-Grounded Long Video QA with Interleaved Reasoning
by: Wang, Chendong, et al.
Published: (2025) -
HiTVideo: Hierarchical Tokenizers for Enhancing Text-to-Video Generation with Autoregressive Large Language Models
by: Zhou, Ziqin, et al.
Published: (2025) -
Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment
by: Dai, Shenghong, et al.
Published: (2024) -
Cerberus: Real-Time Video Anomaly Detection via Cascaded Vision-Language Models
by: Zheng, Yue, et al.
Published: (2025) -
Making Every Frame Matter: Continuous Activity Recognition in Streaming Video via Adaptive Video Context Modeling
by: Wu, Hao, et al.
Published: (2024)