82 results found Sort:

164
1.8k
apache-2.0
18
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
Created 2021-10-02
373 commits to main branch, last one 4 months ago
Notebooks about Bayesian methods for machine learning
Created 2018-03-19
136 commits to dev branch, last one 8 months ago
PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.
Created 2018-09-26
41 commits to master branch, last one 7 months ago
350
1.2k
bsd-3-clause
26
Deep probabilistic analysis of single-cell and spatial omics data
Created 2017-09-06
4,097 commits to main branch, last one 20 hours ago
676
1.2k
unknown
125
My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano
Created 2016-12-17
320 commits to master branch, last one 2 years ago
Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
Created 2016-08-15
59 commits to master branch, last one 6 months ago
Experiments for understanding disentanglement in VAE latent representations
Created 2019-01-30
270 commits to master branch, last one about a year ago
A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
Created 2019-08-12
57 commits to master branch, last one 3 years ago
PyTorch implementation of normalizing flow models
Created 2020-01-28
757 commits to master branch, last one 2 months ago
104
585
unknown
8
Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch
Created 2018-02-26
30 commits to master branch, last one 11 months ago
We propose a VAE-LSTM model as an unsupervised learning approach for anomaly detection in time series.
Created 2020-02-13
43 commits to master branch, last one 4 years ago
Open-AI's DALL-E for large scale training in mesh-tensorflow.
Created 2021-01-09
35 commits to main branch, last one 3 years ago
Official implementation of the paper "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders" (CVPR 2019)
Created 2019-01-07
41 commits to master branch, last one 4 years ago
A tensorflow implementation of "Generating Sentences from a Continuous Space"
Created 2016-11-13
118 commits to master branch, last one 4 years ago
A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).
Created 2020-08-04
10 commits to master branch, last one 3 years ago
31
222
unknown
6
Variational AutoEncoder + ResNet Transfer Learning
Created 2019-07-28
11 commits to master branch, last one 3 years ago
A collection of resources and papers on Vector Quantized Variational Autoencoder (VQ-VAE) and its application
Created 2023-03-12
42 commits to main branch, last one 7 months ago
23
196
unknown
12
Implementation of CodeSLAM — Learning a Compact, Optimisable Representation for Dense Visual SLAM paper (https://arxiv.org/pdf/1804.00874.pdf)
Created 2019-12-21
35 commits to master branch, last one 2 years ago
[CVPR 2021 Oral] Official PyTorch implementation of Soft-IntroVAE from the paper "Soft-IntroVAE: Analyzing and Improving Introspective Variational Autoencoders"
Created 2020-12-15
20 commits to main branch, last one 2 years ago
43
186
mit
13
Variational Autoencoder for Dimensionality Reduction of Time-Series
Created 2017-11-24
21 commits to master branch, last one 2 years ago
21
179
apache-2.0
7
Pytorch implementation of stochastically quantized variational autoencoder (SQ-VAE)
Created 2022-05-26
8 commits to main branch, last one 2 years ago
Pytorch implementation of Block Neural Autoregressive Flow
Created 2019-04-02
26 commits to master branch, last one 3 years ago
Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study
Created 2020-04-06
11 commits to master branch, last one 2 years ago
Variational Animal Motion Embedding - A tool for time series embedding and clustering
Created 2020-04-10
319 commits to master branch, last one about a month ago
PyTorch implementation of MuseMorphose (published at IEEE/ACM TASLP), a Transformer-based model for music style transfer.
Created 2021-07-19
21 commits to main branch, last one about a year ago
29
166
apache-2.0
8
Collection of operational time series ML models and tools
Created 2022-07-12
196 commits to main branch, last one about a month ago