hellodfan

CodeFormer

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

vector-quantize-pytorch

Vector (and Scalar) Quantization, in Pytorch

ml-pen-and-paper-exercises

Pen and paper exercises in machine learning

Awesome-Dataset-Distillation

A curated list of awesome papers on dataset distillation and related applications.

MulimgViewer

MulimgViewer is a multi-image viewer that can open multiple images in one interface, which is convenient for image comparison and image stitching.

pytorch_wavelets

Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet

AttentionDeepMIL

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

dataset-distillation

Open-source code for paper "Dataset Distillation"

CLIP_benchmark

CLIP-like model evaluation

OODSurvey

The Official Repository for "Generalized OOD Detection: A Survey"

LibAUC

LibAUC: A Deep Learning Library for X-Risk Optimization

PyTorch-Wavelet-Toolbox

Differentiable fast wavelet transforms in PyTorch with GPU support.

histocartography

A standardized Python API with necessary preprocessing, machine learning and explainability tools to facilitate graph-analytics in computational pathology.

deep-histopath

A deep learning approach to predicting breast tumor proliferation scores for the TUPAC16 challenge

med-seg-diff-pytorch

Implementation of MedSegDiff in Pytorch - SOTA medical segmentation using DDPM and filtering of features in fourier space

t-simcne

Unsupervised visualization of image datasets using contrastive learning

Imbalanced-Learning

Imbalanced learning tool for imbalanced recognition and segmentation

C2C

Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.

WENO

Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification

Mixed_supervision

MICCAI2022: Multiple Instance Learning with Mixed Supervision in Gleason Grading.

long-tailed-ood-detection

Official implementation for "Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition" (ICML'22 Long Presentation)

DRC

[NeurIPS 2021] Unsupervised Foreground Extraction via Deep Region Competition

BCL

A bayesian collaborative learning framework for whole-slide image classification

seg-gini

SEGmentation using Graphs with Inexact aNd Incomplete labels

anomaly-detection-in-histology

Learning image representations for anomaly detection: application to discovery of histological alterations in drug development

Plant_disease_recognition

lca-code

LiverCancerAssistant

P-CEAD