ChunyuanLI

Optimus. Optimus: the first large-scale pre-trained VAE language model

ALICE. NIPS 2017: ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching

spectral_descriptors. A collection of spectral descriptors for 3D meshed surfaces

DiscoGAN. Tensorflow implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

pSGLD. AAAI & CVPR 2016: Preconditioned Stochastic Gradient Langevin Dynamics (pSGLD)

SVGD. Tensorflow implementation of Stein Variational Gradient Descent (SVGD)

MNIST_Inception_Score. Training a MNIST classifier, and use it to compute inception score (ICP)

RAS. AISTATS 2019: Reference-based Adversarial Sampling & Its applications to Soft Q-learning

Semi_Supervised_GAN. Semi Supervised using GAN

ISPM. Intrinsic Spatial Pyramid Matching (ISPM) on 3D meshed surfaces.

Alice4Alice. ALICE algorithms for painting the cartoon ``Alice's Adventures in Wonderland''

Persistence_Diagram. Persistence Diagram for Structural Recognition

SG-MCMC. Stochastic Gradient Markov Chain Monte Carlo

Toolkits. A diverse set of functions for fast-prototyping or understanding programming concepts

intrinsic-dimension. ICLR 2018: Measuring the Intrinsic Dimension of Objective Landscapes

mSGNHT. Stochastic Gradient Thermostats with different numerical integrators