#Anomaly Detection

5개의 포스트

[논문리뷰] MuRF: Unlocking the Multi-Scale Potential of Vision Foundation Models

arXiv에 게시된 'MuRF: Unlocking the Multi-Scale Potential of Vision Foundation Models' 논문에 대한 자세한 리뷰입니다.

#Review #Vision Foundation Models (VFMs)#Multi-Resolution Fusion (MuRF)#Dense Prediction #Anomaly Detection #Multimodal Understanding #Scale-Robust Representation

2026년 3월 26일

[논문리뷰] Recognition of Abnormal Events in Surveillance Videos using Weakly Supervised Dual-Encoder Models

Yehudit Aperstein이 arXiv에 게시한 'Recognition of Abnormal Events in Surveillance Videos using Weakly Supervised Dual-Encoder Models' 논문에 대한 자세한 리뷰입니다.

#Review #Anomaly Detection #Surveillance Videos #Weakly Supervised Learning #Multiple Instance Learning #Dual-Encoder #I3D #TimeSformer #Top-k Pooling

2025년 11월 30일

[논문리뷰] MuSc-V2: Zero-Shot Multimodal Industrial Anomaly Classification and Segmentation with Mutual Scoring of Unlabeled Samples

arXiv에 게시된 'MuSc-V2: Zero-Shot Multimodal Industrial Anomaly Classification and Segmentation with Mutual Scoring of Unlabeled Samples' 논문에 대한 자세한 리뷰입니다.

#Review #Zero-Shot Learning #Anomaly Detection #Anomaly Segmentation #Multimodal #Industrial Inspection #Mutual Scoring #Unsupervised Learning #Transformer

2025년 11월 13일

[논문리뷰] Online Generic Event Boundary Detection

Jonghyun Choi이 arXiv에 게시한 'Online Generic Event Boundary Detection' 논문에 대한 자세한 리뷰입니다.

#Review #Online Video Analysis #Event Boundary Detection #Event Segmentation Theory #Real-time AI #Anomaly Detection #Transformer Architecture

2025년 10월 9일

[논문리뷰] No Label Left Behind: A Unified Surface Defect Detection Model for all Supervision Regimes

Danijel Skočaj이 arXiv에 게시한 'No Label Left Behind: A Unified Surface Defect Detection Model for all Supervision Regimes' 논문에 대한 자세한 리뷰입니다.

#Review #Surface Defect Detection #Anomaly Detection #Mixed Supervision #Deep Learning #Industrial Inspection #Unified Model

2025년 9월 2일