Pinned Repositories
awesome-machine-learning-on-source-code
Cool links & research papers related to Machine Learning applied to source code (MLonCode)
DIHCL
Curriculum Learning by Dynamic Instance Hardness (NeurIPS 2020)
DiverseEnsembleEvolution
Diverse Ensemble Evolution: Curriculum based Data-Model Marriage (NeurIPS 2018)
DoCL
Paper and Code for "Curriculum Learning by Optimizing Learning Dynamics" (AISTATS 2021)
face-attribute-prediction
Face Attribute Prediction on CelebA benchmark with PyTorch Implementation
MCL
Code and paper for "Minimax Curriculum Learning" (ICLR 2018)
mean-teacher
A state-of-the-art semi-supervised method for image recognition
MixMatch-pytorch
Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
ResNetVAE
Variational AutoEncoder + ResNet Transfer Learning
tianyizhou's Repositories
tianyizhou/DIHCL
Curriculum Learning by Dynamic Instance Hardness (NeurIPS 2020)
tianyizhou/DoCL
Paper and Code for "Curriculum Learning by Optimizing Learning Dynamics" (AISTATS 2021)
tianyizhou/awesome-machine-learning-on-source-code
Cool links & research papers related to Machine Learning applied to source code (MLonCode)
tianyizhou/DiverseEnsembleEvolution
Diverse Ensemble Evolution: Curriculum based Data-Model Marriage (NeurIPS 2018)
tianyizhou/face-attribute-prediction
Face Attribute Prediction on CelebA benchmark with PyTorch Implementation
tianyizhou/MCL
Code and paper for "Minimax Curriculum Learning" (ICLR 2018)
tianyizhou/mean-teacher
A state-of-the-art semi-supervised method for image recognition
tianyizhou/MixMatch-pytorch
Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"
tianyizhou/pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
tianyizhou/ResNetVAE
Variational AutoEncoder + ResNet Transfer Learning
tianyizhou/tianyizhou.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
tianyizhou/transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
tianyizhou/v54
AISTATS 2017 Proceedings
tianyizhou/vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch