Sangwoong Yoon (@swyoon)
github

swyoon

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Top repositories

1

pytorch-minimal-gaussian-process

A minimal implementation of Gaussian process regression in PyTorch
Jupyter Notebook
59
star
2

pytorch-energy-based-model

Simple illustrative examples for energy-based models in PyTorch
Python
57
star
3

normalized-autoencoders

The official repository for <Autoencoding Under Normalization Constraints> (Yoon, Noh and Park, ICML 2021).
Jupyter Notebook
41
star
4

kias-hyu-diffusion-tutorial-2023

Jupyter Notebook
10
star
5

MLConfCrawl

crawling papers from prestigious ml conferences
Python
9
star
6

projsplx

A pure Numpy implementation of the simplex projection algorithm presented in (Chen and Ye, 2011)
Jupyter Notebook
8
star
7

aaai2021-scene-graph-img-retr

Jupyter Notebook
7
star
8

outlier-reconstruction

Web demo for outlier reconstruction phenomenon of autoencoders
Jupyter Notebook
5
star
9

variationally-weighted-kernel-density-estimation

Python
4
star
10

manifold-projection-diffusion-recovery-pytorch

Jupyter Notebook
3
star
11

DiRect

A Python implementation of DiRect, an unconstrained global optimization algorithm by Jones, Perttunen, and Stuckman (1993).
Jupyter Notebook
3
star
12

pytorch-glow-that-works

Python
2
star
13

BCTJV-GP-Tutorial

A Gaussian Process Tutorial @BCTJV
Jupyter Notebook
2
star
14

tutorial-comparing-distributions

A tutorial on various divergence measures. Originally for the rookie seminar of Biointelligence Laboratory.
1
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15

image-retrieval

Jupyter Notebook
1
star
16

evaluation-via-generation

Official repository of <Evaluating Out-of-Distribution Detectors Through Adversarial Generation of Outliers>.
Jupyter Notebook
1
star