ChunyuanLI/MNIST_Inception_Score

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Python
Created about 7 years ago
Updated almost 7 years ago

ChunyuanLI/MNIST_Inception_Score

ChunyuanLI

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

Optimus

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

ALICE

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

Jupyter Notebook

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)

Jupyter Notebook

RAS

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

Jupyter Notebook

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''

Jupyter Notebook

Persistence_Diagram

Persistence Diagram for Structural Recognition

Toolkits

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

Jupyter Notebook

SG-MCMC

Stochastic Gradient Markov Chain Monte Carlo

mSGNHT

Stochastic Gradient Thermostats with different numerical integrators