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auto-lambda

The Implementation of "Auto-Lambda: Disentangling Dynamic Task Relationships" [TMLR 2022].

awesome-meta-learning

A curated list of Meta-Learning resources/papers.

awesome-multi-task-learning

An up-to-date list of works on Multi-Task Learning

bhtsne

Barnes-Hut t-SNE

cagrad

Official PyTorch Implementation for Conflict-Averse Gradient Descent (CAGrad)

cayman

Cayman is a Jekyll theme for GitHub Pages

closerlookfewshot

source code to ICLR'19, 'A Closer Look at Few-shot Classification' (still under construction)

conference-acceptance-rate

Acceptance rates for the major AI conferences

deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

diversity-regularized-spatiotemporal-attention

Diversity Regularized Spatiotemporal Attention for Video-based Person Re-identification

generalized-zero-shot-learning-via-aligned-variational-autoencoders

This repository has the pytorch implementation of the paper Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders

git-recipes

🥡 Git recipes in Chinese by Zhongyi Tong. 高质量的Git中文教程.

godplusone.github.io

hello-world

human-pose-estimation-papers

2D&3D human pose estimation, 2018 papers

iterative_inference

Implementation of iterative inference in deep latent variable models

learningtocompare_fsl

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

machinelearning

Basic Machine Learning and Deep Learning

machinelearning_python

机器学习算法python实现

maml

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

maml-pytorch

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

matching-networks-pytorch

Matching Networks for one shot learning

medmnist

MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis

mtlearn-1

Code release for "Learning Multiple Tasks with Multilinear Relationship Networks" (NIPS 2017)

open-reid

Open source person re-identification library in python

pose-hg-train

Training and experimentation code used for "Stacked Hourglass Networks for Human Pose Estimation"

pose-regression

2D human pose regression

prelims

Prelims and solutions

pytorch-pose

A PyTorch toolkit for 2D Human Pose Estimation.

pytorch-siamese

Siamese Network implementation using Pytorch