Pinned Repositories
FairSeg
[ICLR 2024] FairSeg: A Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound Scaling
awesome-anomaly-detection
A curated list of awesome anomaly detection resources
CCD
Code for 'Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images' [MICCAI 2021]
FSAD-Net
Offical code for 'Few-Shot Anomaly Detection for Polyp Frames from Colonoscopy' [MICCAI 2020]
IGD
Official code for 'Deep One-Class Classification via Interpolated Gaussian Descriptor' [AAAI 2022 Oral]
MemMC-MAE
Official code for 'Unsupervised Anomaly Detection in Medical Images with a Memory-augmented Multi-level Cross-attentional Masked Autoencoder'
PEBAL
[ECCV'22 Oral] Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes
PMSACL
Code for 'Self-supervised Multi-class Pre-training forUnsupervised Anomaly Detection and Segmentation in Medical Images'
RTFM
Official code for 'Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning' [ICCV 2021]
weakly-polyp
[MICCAI'22] Contrastive Transformer-based Multiple Instance Learning for Weakly Supervised Polyp Frame Detection.
tianyu0207's Repositories
tianyu0207/RTFM
Official code for 'Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning' [ICCV 2021]
tianyu0207/PEBAL
[ECCV'22 Oral] Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes
tianyu0207/IGD
Official code for 'Deep One-Class Classification via Interpolated Gaussian Descriptor' [AAAI 2022 Oral]
tianyu0207/CCD
Code for 'Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images' [MICCAI 2021]
tianyu0207/weakly-polyp
[MICCAI'22] Contrastive Transformer-based Multiple Instance Learning for Weakly Supervised Polyp Frame Detection.
tianyu0207/FSAD-Net
Offical code for 'Few-Shot Anomaly Detection for Polyp Frames from Colonoscopy' [MICCAI 2020]
tianyu0207/MemMC-MAE
Official code for 'Unsupervised Anomaly Detection in Medical Images with a Memory-augmented Multi-level Cross-attentional Masked Autoencoder'
tianyu0207/PMSACL
Code for 'Self-supervised Multi-class Pre-training forUnsupervised Anomaly Detection and Segmentation in Medical Images'
tianyu0207/awesome-anomaly-detection
A curated list of awesome anomaly detection resources
tianyu0207/awesome-contrastive-self-supervised-learning
A comprehensive list of awesome contrastive self-supervised learning papers.
tianyu0207/awesome-semi-supervised-learning
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
tianyu0207/Awesome-Visual-Transformer
Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
tianyu0207/ACPL
Code for "ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification" [CVPR 2022]
tianyu0207/al-folio
A beautiful, simple, clean, and responsive Jekyll theme for academics
tianyu0207/aLRPLoss
Official PyTorch Implementation of aLRP Loss [NeurIPS2020]
tianyu0207/Awesome-Temporal-Action-Detection-Temporal-Action-Proposal-Generation
Temporal Action Detection & Weakly Supervised Temporal Action Detection & Temporal Action Proposal Generation
tianyu0207/fishyscapes
Benchmark for Anomaly Detection in Semantic Segmentation
tianyu0207/SAMed
The implementation of the technical report: "Customized Segment Anything Model for Medical Image Segmentation"
tianyu0207/semi-chest
tianyu0207/t81_558_deep_learning
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks