ChangkunYe
Research currently on Long-Tailed classification, previously on Deep Reinforcement Learning and Zero-Shot Learning.
Australian National UnviersityCanberra, Australia
Pinned Repositories
gail-tf
Tensorflow implementation of generative adversarial imitation learning
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
InfoGAIL
Source code for our NIPS 2017 paper, InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations
MAPLS
This is the official implementation for WACV 2024 paper "Label Shift Estimation for Class-Imbalance Problem: A Bayesian Approach".
OpenOOD
Benchmarking Generalized Out-of-Distribution Detection
tensorflow-1
图解tensorflow 源码
tensorflow-generative-model-collections
Collection of generative models in Tensorflow
trpo
Trust Region Policy Optimization with TensorFlow and OpenAI Gym
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
ChangkunYe's Repositories
ChangkunYe/MAPLS
This is the official implementation for WACV 2024 paper "Label Shift Estimation for Class-Imbalance Problem: A Bayesian Approach".
ChangkunYe/gail-tf
Tensorflow implementation of generative adversarial imitation learning
ChangkunYe/generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
ChangkunYe/InfoGAIL
Source code for our NIPS 2017 paper, InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations
ChangkunYe/OpenOOD
Benchmarking Generalized Out-of-Distribution Detection
ChangkunYe/tensorflow-1
图解tensorflow 源码
ChangkunYe/tensorflow-generative-model-collections
Collection of generative models in Tensorflow
ChangkunYe/trpo
Trust Region Policy Optimization with TensorFlow and OpenAI Gym
ChangkunYe/tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.