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mala-lab

A research team working with Guansong Pang, specializing in handling unknown or abnormal data instances

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Public repos: 46Public gists: 0

AnomalyCLIP

Official implementation for paper "Anomalyclip: Object-agnostic prompt learning for zero-shot anomaly detection" (ICLR 2024)
star: 2fork: 0
language:
created at: 2024-03-23
updated at: 2024-04-04

NegPrompt

The official implementation of CVPR 24' Paper "Learning Transferable Negative Prompts for Out-of-Distribution Detection"
star: 40fork: 4
language: Python
created at: 2024-03-15
updated at: 2024-11-19

WinCLIP

Implementation of CVPR'23 paper "WinCLIP: Zero-/few-shot anomaly classification and segmentation". It successfully reproduces the same zero-/few-shot AD performance as that in the original paper.
star: 31fork: 5
language: Python
created at: 2024-03-11
updated at: 2024-11-17

InCTRL

Official implementation of CVPR'24 paper 'Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts'.
star: 131fork: 15
language: Python
created at: 2024-03-02
updated at: 2024-11-21

VadCLIP

Official implementation of AAAI'24 paper "VadCLIP: Adapting Vision-Language Models for Weakly Supervised Video Anomaly Detection"
star: 2fork: 0
language:
created at: 2023-12-23
updated at: 2024-07-02

SIC-CADS

Code Implementation of "Simple Image-level Classification Improves Open-vocabulary Object Detection" (AAAI'24)
star: 22fork: 3
language: Python
created at: 2023-12-14
updated at: 2024-11-13