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Yu Tian's Projects

acpl icon acpl

Code for "ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification" [CVPR 2022]

al-folio icon al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

alrploss icon alrploss

Official PyTorch Implementation of aLRP Loss [NeurIPS2020]

ccd icon ccd

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

fishyscapes icon fishyscapes

Benchmark for Anomaly Detection in Semantic Segmentation

fsad-net icon fsad-net

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

igd icon igd

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

memmc-mae icon memmc-mae

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

pebal icon pebal

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

pmsacl icon pmsacl

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

rtfm icon rtfm

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

samed icon samed

The implementation of the technical report: "Customized Segment Anything Model for Medical Image Segmentation"

weakly-polyp icon weakly-polyp

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

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