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contrastcorr

denet

This is the official repo for Dynamic Extension Nets for Few-shot Semantic Segmentation (ACM Multimedia 20).

domain_specific_cl

Code for NeurIPS 2020 article "Contrastive learning of global and local features for medical image segmentation with limited annotations"

genetic_algorithm

A simple example of a genetic algorithm for fitting model neurons to experimental data

graph2nn

code for paper "Graph Structure of Neural Networks"

if_toolbox

Fit stochastic IF model with spike-triggered current eta and moving threshold gamma as described in: "Parameter extraction and classification of three cortical neuron types reveals two distinct adaptation mechanisms"

kits21

The official repository of the 2021 Kidney and Kidney Tumor Segmentation Challenge

medical-data

medicalpro

nnunet

openselfsup

Self-Supervised Learning Toolbox and Benchmark

ppnet-pytorch

pyneuronautofit

A set of tools for fitting single- or multi-compartment neuron models parameters, using NSGA2 or Krayzman's dynamically weighted multi-objective optimization

segmenter

Official PyTorch implementation of Segmenter: Transformer for Semantic Segmentation

snn_conversion_qcfs

spikingjelly_ann2snn_dev

SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.

tnscui2020-seg-rank1st

This is the source code of the 1st place solution for segmentation task in MICCAI 2020 TN-SCUI challenge.

transbts

This repo provides the official code for TransBTS: Multimodal Brain Tumor Segmentation Using Transformer (https://arxiv.org/pdf/2103.04430.pdf) , accepted by MICCAI2021.

unsuprevised_seg_via_cnn

vistr

[CVPR2021 Oral] End-to-End Video Instance Segmentation with Transformers

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

xdc

Self-Supervised Learning by Cross-Modal Audio-Video Clustering (NeurIPS 2020)