Cover Image

Holmes-VAU: Towards Long-term Video Anomaly Understanding at Any Granularity

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Huaxin, Xu, Xiaohao, Wang, Xiang, Zuo, Jialong, Huang, Xiaonan, Gao, Changxin, Zhang, Shanjun, Yu, Li, Sang, Nong
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

Holmes-VAD: Towards Unbiased and Explainable Video Anomaly Detection via Multi-modal LLM
by: Zhang, Huaxin, et al.
Published: (2024)

GlanceVAD: Exploring Glance Supervision for Label-efficient Video Anomaly Detection
by: Zhang, Huaxin, et al.
Published: (2024)

Customizing Visual-Language Foundation Models for Multi-modal Anomaly Detection and Reasoning
by: Xu, Xiaohao, et al.
Published: (2024)

HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation
by: Zhang, Huaxin, et al.
Published: (2023)

Learning to Tell Apart: Weakly Supervised Video Anomaly Detection via Disentangled Semantic Alignment
by: Yin, Wenti, et al.
Published: (2025)

UFineBench: Towards Text-based Person Retrieval with Ultra-fine Granularity
by: Zuo, Jialong, et al.
Published: (2023)

VideoLucy: Deep Memory Backtracking for Long Video Understanding
by: Zuo, Jialong, et al.
Published: (2025)

Cross-video Identity Correlating for Person Re-identification Pre-training
by: Zuo, Jialong, et al.
Published: (2024)

Partial Forward Blocking: A Novel Data Pruning Paradigm for Lossless Training Acceleration
by: Wu, Dongyue, et al.
Published: (2025)

PrismVAU: Prompt-Refined Inference System for Multimodal Video Anomaly Understanding
by: Erregue, Iñaki, et al.
Published: (2026)

VAU-R1: Advancing Video Anomaly Understanding via Reinforcement Fine-Tuning
by: Zhu, Liyun, et al.
Published: (2025)

PLIP: Language-Image Pre-training for Person Representation Learning
by: Zuo, Jialong, et al.
Published: (2023)

FineVAU: A Novel Human-Aligned Benchmark for Fine-Grained Video Anomaly Understanding
by: Pereira, João, et al.
Published: (2026)

Object-Aware Video Matting with Cross-Frame Guidance
by: Zhang, Huayu, et al.
Published: (2025)

Spatial Cascaded Clustering and Weighted Memory for Unsupervised Person Re-identification
by: Hong, Jiahao, et al.
Published: (2024)

Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline
by: Huang, Yuzhi, et al.
Published: (2025)

UniAnimate-DiT: Human Image Animation with Large-Scale Video Diffusion Transformer
by: Wang, Xiang, et al.
Published: (2025)

ReID5o: Achieving Omni Multi-modal Person Re-identification in a Single Model
by: Zuo, Jialong, et al.
Published: (2025)

UniAnimate: Taming Unified Video Diffusion Models for Consistent Human Image Animation
by: Wang, Xiang, et al.
Published: (2024)

REPAIR: Rank Correlation and Noisy Pair Half-replacing with Memory for Noisy Correspondence
by: Zheng, Ruochen, et al.
Published: (2024)

DFIMat: Decoupled Flexible Interactive Matting in Multi-Person Scenarios
by: Jiao, Siyi, et al.
Published: (2024)

Replace Anyone in Videos
by: Wang, Xiang, et al.
Published: (2024)

Structural Pruning via Spatial-aware Information Redundancy for Semantic Segmentation
by: Wu, Dongyue, et al.
Published: (2024)

CLIP-guided Prototype Modulating for Few-shot Action Recognition
by: Wang, Xiang, et al.
Published: (2023)

SCTNet: Single-Branch CNN with Transformer Semantic Information for Real-Time Segmentation
by: Xu, Zhengze, et al.
Published: (2023)

Towards Visual Discrimination and Reasoning of Real-World Physical Dynamics: Physics-Grounded Anomaly Detection
by: Li, Wenqiao, et al.
Published: (2025)

Segment Any Anomaly without Training via Hybrid Prompt Regularization
by: Cao, Yunkang, et al.
Published: (2023)

Probing Collision Grounding in Vision-Language Models for Safe Human-Robot Collaboration
by: Wang, Jun, et al.
Published: (2026)

Photorealistic Phantom Roads in Real Scenes: Disentangling 3D Hallucinations from Physical Geometry
by: Nguyen, Hoang, et al.
Published: (2025)

Latent Geometry Beyond Search: Amortizing Planning in World Models
by: Nguyen, Hoang, et al.
Published: (2026)

A Survey on Visual Anomaly Detection: Challenge, Approach, and Prospect
by: Cao, Yunkang, et al.
Published: (2024)

Is Your LiDAR Placement Optimized for 3D Scene Understanding?
by: Li, Ye, et al.
Published: (2024)

DenseGRPO: From Sparse to Dense Reward for Flow Matching Model Alignment
by: Deng, Haoyou, et al.
Published: (2026)

Taming Consistency Distillation for Accelerated Human Image Animation
by: Wang, Xiang, et al.
Published: (2025)

Is Nano Banana Pro a Low-Level Vision All-Rounder? A Comprehensive Evaluation on 14 Tasks and 40 Datasets
by: Zuo, Jialong, et al.
Published: (2025)

Lookup Table meets Local Laplacian Filter: Pyramid Reconstruction Network for Tone Mapping
by: Zhang, Feng, et al.
Published: (2023)

Towards Understanding Camera Motions in Any Video
by: Lin, Zhiqiu, et al.
Published: (2025)

Towards Reliable and Holistic Visual In-Context Learning Prompt Selection
by: Wu, Wenxiao, et al.
Published: (2025)

Towards Ambiguity-Free Spatial Foundation Model: Rethinking and Decoupling Depth Ambiguity
by: Xu, Xiaohao, et al.
Published: (2025)

Perceive, Verify and Understand Long Video: Multi-Granular Perception and Active Verification via Interactive Agents
by: Li, Jiahua, et al.
Published: (2025)