Kim Seonghyeon (@rosinality)
github

rosinality

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Top repositories

1

stylegan2-pytorch

Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch
Python
2,728
star
2

vq-vae-2-pytorch

Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch
Python
1,606
star
3

style-based-gan-pytorch

Implementation A Style-Based Generator Architecture for Generative Adversarial Networks in PyTorch
Python
1,099
star
4

glow-pytorch

PyTorch implementation of Glow
Python
508
star
5

alias-free-gan-pytorch

Unofficial implementation of Alias-Free Generative Adversarial Networks. (https://arxiv.org/abs/2106.12423) in PyTorch
Python
507
star
6

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Models in PyTorch
Python
360
star
7

ml-papers

My collection of machine learning papers
267
star
8

swapping-autoencoder-pytorch

Unofficial implementation of Swapping Autoencoder for Deep Image Manipulation (https://arxiv.org/abs/2007.00653) in PyTorch
Python
255
star
9

mac-network-pytorch

Memory, Attention and Composition (MAC) Network for CLEVR implemented in PyTorch
Python
85
star
10

vision-transformers-pytorch

Implementation of various Vision Transformers I found interesting
Python
83
star
11

adaptive-softmax-pytorch

Adaptive Softmax implementation for PyTorch
Python
79
star
12

sagan-pytorch

Self-Attention Generative Adversarial Networks Implementation in PyTorch
Python
74
star
13

igebm-pytorch

Implicit Generation and Generalization in Energy Based Models in PyTorch
Python
65
star
14

depthwise-conv-pytorch

Faster depthwise convolutions for PyTorch
Cuda
64
star
15

ocr-pytorch

Object-Contextual Representations for Semantic Segmentation in PyTorch
Python
63
star
16

progressive-gan-pytorch

Implemetatin of Progressive Growing of GANs in PyTorch
Python
62
star
17

relation-networks-pytorch

Relation Networks for CLEVR implemented in PyTorch
Python
61
star
18

imputer-pytorch

Implementation of Imputer: Sequence Modelling via Imputation and Dynamic Programming in PyTorch
Python
58
star
19

fcos-pytorch

Re-implementation of FCOS for personal study
Python
51
star
20

knotter

Implementation of Mapper algorithm for Topological Data Analysis
JavaScript
45
star
21

semantic-pyramid-pytorch

Implementation of Semantic Pyramid for Image Generation (https://arxiv.org/abs/2003.06221) in PyTorch
Python
39
star
22

id-gan-pytorch

Information Distillation Generative Adversrial Network in PyTorch
Python
27
star
23

nerf-pytorch

Python
21
star
24

tensorfn

Weakly opinionated library for implementing ML models. Less boilerplate, More rigor
Python
20
star
25

taming-transformers-pytorch

Implementation of Taming Transformers for High-Resolution Image Synthesis (https://arxiv.org/abs/2012.09841) in PyTorch
16
star
26

film-pytorch

Just another implementation of FiLM in PyTorch
Python
14
star
27

melgan-pytorch

MelGAN and Tacotron 2 in PyTorch
Python
11
star
28

instant-ngp-pytorch

Study for Instant neural graphics primitives (Unofficial)
11
star
29

meshfn

Framework for Human Alignment Learning
Python
7
star
30

nansy-pytorch

Unofficial implementation of Neural Analysis and Synthesis
7
star
31

sarigan-pytorch

Unofficial implementation of Learning Semantic-aware Normalization for Generative Adversarial Networks (SariGAN) in PyTorch
7
star
32

lvpga-pytorch

Implementation of Perceptual Generative Autoencoders in PyTorch
Python
5
star
33

arxiv-sanity

arXiv feed tool that heavily inspired by Arxiv Sanity Preserver
Python
5
star
34

esrgan-pytorch

ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks in PyTorch
3
star
35

dockerfiles

dockerfiles
Dockerfile
3
star
36

sujip

Non-opionated utility library for PyTorch
Python
2
star
37

rosinality.github.io

HTML
2
star
38

small-logan-pytorch

Small-GAN and LOGAN in PyTorch
2
star
39

maskrcnn-pytorch

Re-implementation of Mask R-CNN for personal study
2
star
40

synapticmap

Synaptic Map - Simple mindmapping program with directional connections
JavaScript
1
star
41

langfn

A DSL for LLMs
1
star
42

usrnet-pytorch

Reimplementation of Deep Unfolding Network for Image Super-Resolution for self study.
1
star
43

fill-blank

Paragraph embedding by solving the fill in the blank problems
Python
1
star
44

centernet-pytorch

Re-implementation of CenterNet for personal study
1
star