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dbbbbm's Projects

care icon care

Code for CARE: Class Attention to Regions of Lesion for Classification on Imbalanced Data. (MIDL-2019)

energy-projection-anomaly icon energy-projection-anomaly

An attempt to implement "Iterative energy-based projection on a normal data manifold for anomaly localization" in ICLR 2020.

et icon et

Unity3D Client And C# Server Framework

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

f-anogan-pytorch icon f-anogan-pytorch

Unofficial PyTorch implementation for f-AnoGAN: Fast unsupervised anomaly detection with generative adversarial networks.

imle_and_glo icon imle_and_glo

Simple notebooks for "Implicit maximum likelihood estimation" and "Optimizing the latent space of generative networks".

learning-not-to-learn icon learning-not-to-learn

[CVPR2019]Learning Not to Learn : An adversarial method to train deep neural networks with biased data

pytorch-unet icon pytorch-unet

Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing

uae icon uae

Implementation of "Abnormality Detection in Chest X-ray Images Using Uncertainty Prediction Autoencoders" in MICCAI 2020.

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