jiamings/wgan

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Python
Created almost 8 years ago
Updated over 6 years ago

jiamings/wgan

jiamings

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Tensorflow Implementation of Wasserstein GAN (and Improved version in wgan_v2)

Wasserstein GAN

Tensorflow implementation of Wasserstein GAN.

Two versions:

wgan.py: the original clipping method.
wgan_v2.py: the gradient penalty method. (Improved Training of Wasserstein GANs).

How to run (an example):

python wgan_v2.py --data mnist --model mlp --gpus 0

fast-weights

Implementation of the paper [Using Fast Weights to Attend to the Recent Past](https://arxiv.org/abs/1610.06258)

cramer-gan

Tensorflow Implementation on "The Cramer Distance as a Solution to Biased Wasserstein Gradients" (https://arxiv.org/pdf/1705.10743.pdf)

d2c

PyTorch implementation of D2C: Diffuison-Decoding Models for Few-shot Conditional Generation.

ml-cpc

Jupyter Notebook

ais

Annealed Importance Sampling (AIS) for generative models.

tsong.me

You can use my code, but I would appreciate it if you provide a link back to my website. Also do not mess up with Google Analytics!

d2c_pre_release

infusion

Reproducing an experiment from ICLR 2017 submission "Learning to Generate Samples from Noise Through Infusion Training"

cv

Curriculum Vitae using LaTeX.

icm2015

Source for our paper for the Interdisciplinary Contest in Modeling, which won the Outstanding Winner award (<1%).

ddrm-exp-datasets

Demo images for DDRM paper

kl_wgan_sim

Jupyter Notebook

scholar-bibtex-keys

Convert bibtex keys to Google scholar style: [first-author-last-name][year][title-first-word]

academic

Too many papers to update!

biopedia

Data center skeleton for the Tsinghua Bioinformatics Group. The website is currently maintained by someone else.

tiny-gpt2

dsp-srt

tusk

Tsinghua University Serach Kit

soahomework1

Tiny website using Weibo's OAuth2 API. Experiment mode. Only limited Weibo users are allowed.