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Data Science Laboratory's Projects

avuc icon avuc

Code to accompany the paper 'Improving model calibration with accuracy versus uncertainty optimization'.

batchgenerators icon batchgenerators

A framework for data augmentation for 2D and 3D image classification and segmentation

biva-pytorch icon biva-pytorch

Official PyTorch BIVA implementation (BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling)

classifier-balancing icon classifier-balancing

This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 2020

dpmm icon dpmm

Dirichlet Process Mixture Models

fastmri icon fastmri

A large-scale dataset of both raw MRI measurements and clinical MRI images

gpml icon gpml

An up-to-date version of GPML library.

ifsl icon ifsl

[NeurIPS 2020] Released code for Interventional Few-Shot Learning

long-tailed-recognition.pytorch icon long-tailed-recognition.pytorch

[NeurIPS 2020] This project provides a strong single-stage baseline for Long-Tailed Classification, Detection, and Instance Segmentation (LVIS). It is also a PyTorch implementation of the NeurIPS 2020 paper 'Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect'.

nvae icon nvae

The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)

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