Pinned Repositories
Adv-SS-Pretraining
[CVPR 2020] Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning
adv_diffusion
adversarial-robustness-toolbox
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference
AdversarialCommunication
AdversarialNAS
[CVPR 2020] Code for paper "AdversarialNAS: Adversarial Neural Architecture Search for GANs".
distributional_rl
Repository for studying distributional rl
HogRider
Malmo Challenge
Oscillator-Simulation
A coupled oscillator simulation in Matlab
pymarl_MaCA
VQGAN-pytorch
Pytorch implementation of VQGAN (Taming Transformers for High-Resolution Image Synthesis) (https://arxiv.org/pdf/2012.09841.pdf)
rainwangphy's Repositories
rainwangphy/adversarial-robustness-toolbox
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference
rainwangphy/AlphaGAN
A fully differentiable architecture search for GANs
rainwangphy/Attacking-Neural-Networks
rainwangphy/AutoGAN
[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang
rainwangphy/Benchmarks-for-Collaborative-Pickup-and-Delivery-Problem-with-Time-Windows
Instances for “A Coalition Structure Algorithm for Large-scale Collaborative Pickup and Delivery Problem”
rainwangphy/cgate
Unofficial PyTorch implementation of the paper "Conditional Channel Gated Networks for Task-Aware Continual Learning"
rainwangphy/continual-learning
PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).
rainwangphy/deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
rainwangphy/deeprl_network
multi-agent deep reinforcement learning for networked system control.
rainwangphy/distiller
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
rainwangphy/dreamer-pytorch
Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.
rainwangphy/dreamer-pytorch-1
pytorch-implementation of Dreamer (Model-based Image RL Algorithm)
rainwangphy/DVERGE
Pytorch implementation of our NeurIPS'20 paper "DVERGE: Diversifying Vulnerabilities for Enhanced Robust Generation of Ensembles" https://arxiv.org/abs/2009.14720.
rainwangphy/ensemble_distr_distillation
rainwangphy/eurace_unibi
This is the repository for the source code of the Eurace@Unibi Model
rainwangphy/graph2nn
code for paper "Graph Structure of Neural Networks"
rainwangphy/LeetCode-Go
✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解
rainwangphy/leetcode_101
LeetCode 101:和你一起你轻松刷题(C++)
rainwangphy/OGDA-last-iterate
rainwangphy/PlaNet
Deep Planning Network: Control from pixels by latent planning with learned dynamics
rainwangphy/pymarl
Python Multi-Agent Reinforcement Learning framework
rainwangphy/pysc2
StarCraft II Learning Environment
rainwangphy/pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
rainwangphy/robustness
A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.
rainwangphy/SDE-Net
Code for paper: SDE-Net: Equipping Deep Neural network with Uncertainty Estimates
rainwangphy/shrinkbench
PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.
rainwangphy/slac.pytorch
A PyTorch implementation of Stochastic Latent Actor-Critic(SLAC).
rainwangphy/StarCraft
Implementations of QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II
rainwangphy/train-procgen-pytorch
Pytorch implementation on OpenAI's Procgen ppo-baseline, built from scratch.
rainwangphy/world_models