Official repository of Learning to Act from Actionless Videos through Dense Correspondences.

A curated list of papers related to program synthesis, program induction, program execution, program and code repair, and programmatic reinforcement learning.

An official PyTorch implementation of “Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation” (NeurIPS 2019) by Risto Vuorio*, Shao-Hua Sun*, Hexiang Hu, and Joseph J. Lim

Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.

Combine multiple MNIST digits to create datasets with 100/1000 classes for few-shot learning/meta-learning

TensorFlow implementations of Wasserstein GAN with Gradient Penalty (WGAN-GP), Least Squares GAN (LSGAN), GANs with the hinge loss.

A TensorFlow implementation of a simple Novel View Synthesis model on ShapeNet (cars and chairs), KITTI, and Synthia.

Official code for the paper "Learning Transition Policies for Composing Complex Skills" (ICLR 2019)

OpenAI's GPT2 integrated with slack.

Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.

Simple video server using python

An official TensorFlow implementation of "Neural Program Synthesis from Diverse Demonstration Videos" (ICML 2018) by Shao-Hua Sun, Hyeonwoo Noh, Sriram Somasundaram, and Joseph J. Lim

A TensorFlow implementation of Group Normalization on the task of image classification

An official TensorFlow implementation of "Multi-view to Novel view: Synthesizing novel views with Self-Learned Confidence" (ECCV 2018) by Shao-Hua Sun, Minyoung Huh, Yuan-Hong Liao, Ning Zhang, and…

A simple Minecraft clone written in C using modern OpenGL (shaders).

Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"

Simple Minecraft-inspired program using Python and Pyglet

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

TensorFlow binaries supporting AVX, FMA, SSE

A Tensorflow implementation of Deep Convolutional Generative Adversarial Networks trained on Fashion-MNIST, CIFAR-10, etc.

Compare SELUs (scaled exponential linear units) with other activations on MNIST, CIFAR10, etc.

A Tensorflow implementation of Cycle-Consistent Adversarial Networks.

Tensorflow implementations of Relational Networks and a VQA dataset named Sort-of-CLEVR proposed by DeepMind.

Tensorflow implementation of Generative Latent Optimization (GLO) proposed by Facebook AI Research

A Tensorflow implementation of DiscoGAN.

A Tensorflow implementation of Representation Learning by Learning to Count

A Tensorflow implementation of Semi-supervised Learning Generative Adversarial Networks (NIPS 2016: Improved Techniques for Training GANs).

Tensorflow Implementation of MAML

A Tensorflow implementation of Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning