csyanbin

TPN

Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.

TPN-pytorch

Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.

Few-shot-Meta-learning-papers

Recent few-shot meta-learning papers

SCOT

CVPR 2020, Semantic Correspondence as an Optimal Transport Problem, Pytorch Implementation.

LSMI-Sinkhorn

Code for ECML/PKDD paper: "LSMI-Sinkhorn: Semi-supervised Mutual Information Estimation with Optimal Transport"

tri-M-ICCV

A multi-mode modulator for multi-domain few-shot classification (ICCV)

NewMachineConfig

Usually used cmds for new machine configurations

Semi-supervised_Neural_Network

forked from https://github.com/jibancanyang/Semi-supervised_Neural_Network

prototypical-network-pytorch-1

A re-implementation of "Prototypical Networks for Few-shot Learning"

3DStyleGAN-CT-backup

AdaContrast

Official repository of CVPR '22 paper "Contrastive Test-Time Adaptation"

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

deeplearning-mindmap

A mindmap summarising Deep Learning concepts.

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

few-shot-ssl-public

Meta Learning for Semi-Supervised Few-Shot Classification

learngit

教程→ http://t.cn/zQ6LFwE 赞助→ http://t.cn/R5bhVpf 推送请使用UTF-8编码

LearningToCompare_FSL

PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)

maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

MAML-Pytorch

MAML-Pytorch-Multi-GPUs

Meta-SGD

Meta-SGD experiment on Omniglot classification compared with MAML

POT

Python Optimal Transport library

PRML

PRML algorithms implemented in Python

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

stylegan2-ada-pytorch

supervised-reptile

Reptile on supervised meta-learning datasets

tensorflow-101

learn code with tensorflow

tensorflow-exercises

TensorFlow Exercises - focusing on the comparison with NumPy.

Tensorflow-MyCode

tensorflow example code saved for reference

testbranch