Beomsu Kim (@1202kbs)
github

1202kbs

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Top repositories

1

Understanding-NN

Tensorflow tutorial for various Deep Neural Network visualization techniques
Jupyter Notebook
327
star
2

Rectified-Gradient

Official repository for "Why are Saliency Maps Noisy? Cause of and Solution to Noisy Saliency Maps".
Jupyter Notebook
33
star
3

Robustness-and-Interpretability

Official repository for "Bridging Adversarial Robustness and Gradient Interpretability".
Jupyter Notebook
29
star
4

DMCMC

Official PyTorch implementation of "Denoising MCMC for Accelerating Diffusion-Based Generative Models"
Python
18
star
5

Paper-Review

Reviews of papers on ML, DL, Statistics, Optimization, etc.
TeX
11
star
6

MemN2N-Tensorflow

Implementation of End-To-End Memory Networks with Tensorflow for bAbI Dataset
Jupyter Notebook
11
star
7

Generative-Adversarial-Text-to-Image-Synthesis-Tensorflow

Tensorflow implementation of Generative Adversarial Text to Image Synthesis for MNIST handwritten digit dataset
Python
8
star
8

object-detection-api-wrapper

Simple wrapper for Google Object Detection API
Jupyter Notebook
7
star
9

InfoGAN-Tensorflow

Implementation of InfoGAN in Tensorflow for MNIST handwritten digit dataset
Jupyter Notebook
7
star
10

EBCLR

Official PyTorch implementation of "Energy-Based Contrastive Learning of Visual Representations", NeurIPS 2022
Python
5
star
11

Gaussian-Process

Numpy implementation of "Gaussian Processes for Machine Learning", Chapters 2.1 and 2.2
Jupyter Notebook
5
star
12

LSTM

MATLAB
4
star
13

GCTM

Official repository for Generalized Consistency Trajectory Models
Python
4
star
14

HMM

A java library for Hidden Markov Models
Java
4
star
15

Tensorflow-Graph-Utils

Simple module for visualizing and editing Tensorflow Graphs in Jupyter Notebook
Jupyter Notebook
2
star
16

Annotated_MNIST

Thickness and skew labeler for MNIST handwritten digit dataset
Jupyter Notebook
2
star
17

stackGAN-Tensorflow

Tensorflow implementation of Generative Adversarial Network for MNIST handwritten digit dataset
Jupyter Notebook
1
star