Guansong Pang

papers

2,010

total citations

papers (24)

Weakly-Supervised Video Anomaly Detection With Robust Temporal Feature Magnitude Learning

ICCV 2021arXiv

442

citations

VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection

AAAI 2024arXiv

163

citations

Pixel-Wise Energy-Biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes

ECCV 2022arXiv

114

citations

Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts

CVPR 2024arXiv

citations

HVI: A New Color Space for Low-light Image Enhancement

CVPR 2025arXiv

citations

Open-Vocabulary Video Anomaly Detection

CVPR 2024arXiv

citations

Residual Pattern Learning for Pixel-Wise Out-of-Distribution Detection in Semantic Segmentation

ICCV 2023arXiv

citations

Anomaly Detection Under Distribution Shift

ICCV 2023arXiv

citations

Truncated Affinity Maximization: One-class Homophily Modeling for Graph Anomaly Detection

NEURIPS 2023arXiv

citations

Learning Transferable Negative Prompts for Out-of-Distribution Detection

CVPR 2024arXiv

citations

Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection

CVPR 2024arXiv

citations

Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning

AAAI 2024arXiv

citations

Glocal Energy-Based Learning for Few-Shot Open-Set Recognition

CVPR 2023arXiv

citations

Simple Image-Level Classification Improves Open-Vocabulary Object Detection

AAAI 2024arXiv

citations

Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection

ICCV 2025arXiv

citations

Auxiliary Prompt Tuning of Vision-Language Models for Few-Shot Out-of-Distribution Detection

ICCV 2025

citations

Information Bottleneck-guided MLPs for Robust Spatial-temporal Forecasting

ICML 2025

citations

SEMPO: Lightweight Foundation Models for Time Series Forecasting

NEURIPS 2025arXiv

citations

Feature Prediction Diffusion Model for Video Anomaly Detection

ICCV 2023

citations

Occluded Person Re-Identification With Single-Scale Global Representations

ICCV 2021

citations

BV-Person: A Large-Scale Dataset for Bird-View Person Re-Identification

ICCV 2021

citations

Guansong Pang

papers (24)

Weakly-Supervised Video Anomaly Detection With Robust Temporal Feature Magnitude Learning

AnomalyCLIP: Object-agnostic Prompt Learning for Zero-shot Anomaly Detection

Self-Trained Deep Ordinal Regression for End-to-End Video Anomaly Detection

Catching Both Gray and Black Swans: Open-Set Supervised Anomaly Detection

VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection

Pixel-Wise Energy-Biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes

Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts

HVI: A New Color Space for Low-light Image Enhancement

Open-Vocabulary Video Anomaly Detection

Residual Pattern Learning for Pixel-Wise Out-of-Distribution Detection in Semantic Segmentation

Anomaly Detection Under Distribution Shift

Truncated Affinity Maximization: One-class Homophily Modeling for Graph Anomaly Detection

Learning Transferable Negative Prompts for Out-of-Distribution Detection

Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection

Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning

Glocal Energy-Based Learning for Few-Shot Open-Set Recognition

Simple Image-Level Classification Improves Open-Vocabulary Object Detection

Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection

Auxiliary Prompt Tuning of Vision-Language Models for Few-Shot Out-of-Distribution Detection

Information Bottleneck-guided MLPs for Robust Spatial-temporal Forecasting

SEMPO: Lightweight Foundation Models for Time Series Forecasting

Feature Prediction Diffusion Model for Video Anomaly Detection

Occluded Person Re-Identification With Single-Scale Global Representations

BV-Person: A Large-Scale Dataset for Bird-View Person Re-Identification

papers (24)

Weakly-Supervised Video Anomaly Detection With Robust Temporal Feature Magnitude Learning

AnomalyCLIP: Object-agnostic Prompt Learning for Zero-shot Anomaly Detection

Self-Trained Deep Ordinal Regression for End-to-End Video Anomaly Detection

Catching Both Gray and Black Swans: Open-Set Supervised Anomaly Detection

VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection

Pixel-Wise Energy-Biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes

Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts

HVI: A New Color Space for Low-light Image Enhancement

Open-Vocabulary Video Anomaly Detection

Residual Pattern Learning for Pixel-Wise Out-of-Distribution Detection in Semantic Segmentation

Anomaly Detection Under Distribution Shift

Truncated Affinity Maximization: One-class Homophily Modeling for Graph Anomaly Detection

Learning Transferable Negative Prompts for Out-of-Distribution Detection

Anomaly Heterogeneity Learning for Open-set Supervised Anomaly Detection

Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning

Glocal Energy-Based Learning for Few-Shot Open-Set Recognition

Simple Image-Level Classification Improves Open-Vocabulary Object Detection

Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection

Auxiliary Prompt Tuning of Vision-Language Models for Few-Shot Out-of-Distribution Detection

Information Bottleneck-guided MLPs for Robust Spatial-temporal Forecasting

SEMPO: Lightweight Foundation Models for Time Series Forecasting

Feature Prediction Diffusion Model for Video Anomaly Detection

Occluded Person Re-Identification With Single-Scale Global Representations

BV-Person: A Large-Scale Dataset for Bird-View Person Re-Identification