tianyu0207/FSAD-Net

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20
Rank 1,115,932 (Top 23 %)
Language
Python
Created about 4 years ago
Updated almost 3 years ago

tianyu0207/FSAD-Net

tianyu0207

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Offical code for 'Few-Shot Anomaly Detection for Polyp Frames from Colonoscopy' [MICCAI 2020]

RTFM

Official code for 'Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning' [ICCV 2021]

PEBAL

[ECCV'22 Oral] Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes

IGD

Official code for 'Deep One-Class Classification via Interpolated Gaussian Descriptor' [AAAI 2022 Oral]

CCD

Code for 'Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images' [MICCAI 2021]

weakly-polyp

[MICCAI'22] Contrastive Transformer-based Multiple Instance Learning for Weakly Supervised Polyp Frame Detection.

MemMC-MAE

Official code for 'Unsupervised Anomaly Detection in Medical Images with a Memory-augmented Multi-level Cross-attentional Masked Autoencoder'

PMSACL

Code for 'Self-supervised Multi-class Pre-training forUnsupervised Anomaly Detection and Segmentation in Medical Images'