maximum-mean-discrepancy

There are 1 repository under maximum-mean-discrepancy topic.

djsutherland / opt-mmd
Learning kernels to maximize the power of MMD tests
machine-learning hypothesis-testing generative-adversarial-network maximum-mean-discrepancy shogun theano tensorflow python kernel-methods statistical-tests
Language:Python 205
OctoberChang / MMD-GAN
MMD-GAN: Towards Deeper Understanding of Moment Matching Network
generative-adversarial-network maximum-mean-discrepancy mmd-gan pytorch
Language:Python 190
LAIT-CVLab / SLT-in-Generative-Models
Can We Find Strong Lottery Tickets in Generative Models? - Official Code (Pytorch)
computer-vision generative-model pruning efficient-training maximum-mean-discrepancy
Language:Python 103
richardwth / MMD-GAN
Improving MMD-GAN training with repulsive loss function
generative-adversarial-network maximum-mean-discrepancy loss-functions deep-learning dcgan mmd mmd-gan learning-rate mmd-losses discriminator tensorflow gan generative-model
Language:Python 84
lyttonhao / Neural-Style-MMD
MXNet Code For Demystifying Neural Style Transfer (IJCAI 2017)
neural-style maximum-mean-discrepancy batch-normalization
Language:Python 83
OctoberChang / klcpd_code
Kernel Change-point Detection with Auxiliary Deep Generative Models (ICLR 2019 paper)
change-point-detection deep-generative-model kernel-two-sample-test maximum-mean-discrepancy
Language:Python 57
djsutherland / mmd
maximum-mean-discrepancy machine-learning python
Language:Python 25
SpringerNLP / Chapter11
Chapter 11: Transfer Learning/Domain Adaptation
domain-adaptation transfer-learning sentiment-analysis nlp cnn word-embeddings glove-embeddings stacked-autoencoder central-moment-discrepancy coral maximum-mean-discrepancy stacked-denoising-autoencoders adversarial-training keras
Language:Jupyter Notebook 17
diegovalsesia / MMD-DDM
Fast Inference in Denoising Diffusion Models via MMD Finetuning
ddim ddpm diffusion-models image-generation maximum-mean-discrepancy
Language:Python 15
djsutherland / igms
Implicit generative models and related stuff based on the MMD, in PyTorch
maximum-mean-discrepancy pytorch generative-models hypothesis-testing machine-learning python kernel-methods statistical-tests
Language:Jupyter Notebook 15
calico / scmmd
Maximum mean discrepancy comparisons for single cell profiling experiments
single-cell rna-seq maximum-mean-discrepancy
Language:Python 14
jswu18 / distribution-discrepancies
Maximum Mean Discrepancy (MMD), Kernel Stein Discrepancy (KSD), and Fisher Divergence
maximum-mean-discrepancy mmd kernel-stein-discrepancy ksd fisher-divergence jax
Language:Jupyter Notebook 10
AnthonyEbert / EasyMMD
Compute Maximum Mean Discrepancy in R
r maximum-mean-discrepancy
Language:R 8
RonyAbecidan / UnsupervisedJpegDomainAdaptation
Official implementation of the article "Unsupervised JPEG Domain Adaptation For Practical Digital Forensics"
domain-adaptation forensics jpeg forgery-detection splicing-detection deep-learning deep-neural-networks unsupervised-domain-adaptation unsupervised-learning information-security maximum-mean-discrepancy
Language:Python 8
MaterialsInformaticsDemo / MK-MMD
multi-kernel maximum mean discrepancy
maximum-mean-discrepancy mmd multi-kernel multi-kernel-maximum-mean-discrepancy mk-mmd mk-mmd-tca mkmmd
Language:Jupyter Notebook 4
junwu6 / MARINE
Scalable Manifold-Regularized Attributed Network Embedding via Maximum Mean Discrepancy
graph-embedding maximum-mean-discrepancy node-classification link-prediction clustering manifold-ranking
Language:Python 2