jindongwang
Senior Researcher at Microsoft Research. Research interest: robust machine learning, transfer learning, out-of-distribution generalization, general ML.
@microsoftBeijing, China
Pinned Repositories
activityrecognition
Resources about activity recognition-行为识别资料
MachineLearning
一些关于机器学习的学习资料与研究介绍
tlbook-code
Code for Transfer Learning book--《迁移学习导论》配套代码
transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
transferlearning-tutorial
《迁移学习简明手册》LaTex源码
PersonalizedFL
Personalized federated learning codebase for research
promptbench
A unified evaluation framework for large language models
robustlearn
Robust machine learning for responsible AI
Semi-supervised-learning
A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
TorchSSL
A PyTorch-based library for semi-supervised learning (NeurIPS'21)
jindongwang's Repositories
jindongwang/transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
jindongwang/transferlearning-tutorial
《迁移学习简明手册》LaTex源码
jindongwang/tlbook-code
Code for Transfer Learning book--《迁移学习导论》配套代码
jindongwang/Deep-learning-activity-recognition
A tutorial for using deep learning for activity recognition (Pytorch and Tensorflow)
jindongwang/Pytorch-CapsuleNet
An easy-to-follow Pytorch implementation of Hinton's Capsule Network
jindongwang/jindongwang.github.io
Personal website
jindongwang/EasyEspnet
Making Espnet easier to use
jindongwang/maml
Python implementation MAML (model-agnostic meta learning)
jindongwang/lihang-code
《统计学习方法》的代码实现
jindongwang/ActivationMapVisualization
Visualize the activation map using Grad CAM
jindongwang/jindongwang
jindongwang/ML_Notes
机器学习算法的公式推导以及numpy实现
jindongwang/d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。
jindongwang/reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
jindongwang/awesome-contrastive-self-supervised-learning
A comprehensive list of awesome contrastive self-supervised learning papers.
jindongwang/CSrankings
A web app for ranking computer science departments according to their research output in selective venues.
jindongwang/learning_to_match
jindongwang/GNNPapers
Must-read papers on graph neural networks (GNN)
jindongwang/poster_template
some academic posters as references. May we have in-person poster session soon!
jindongwang/promptbench
A robustness evaluation framework for large language models on adversarial prompts
jindongwang/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
jindongwang/awesome-bert-nlp
A curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.
jindongwang/awesome-trustworthy-deep-learning
A curated list of trustworthy deep learning papers. Daily updating...
jindongwang/DL_RL_Zoo
Lightweight, stable, efficient PyTorch implement of reinforcement learning
jindongwang/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
jindongwang/libriadapt
Instructions on downloading and using the LibriAdapt dataset
jindongwang/ReMoS_artifact
jindongwang/solo-learn
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
jindongwang/Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
jindongwang/woxplugin