Pinned Repositories
adversarial-attacks-pytorch
PyTorch implementation of adversarial attacks.
advertorch
A Toolbox for Adversarial Robustness Research
awesome-anomaly-detection
A curated list of awesome anomaly detection resources
Awesome-XAI-Evaluation
Reference tables to introduce and organize evaluation methods and measures for explainable machine learning systems
Business-Analytics-IME654-
Course homepage for "Business Analytics (IME654)" @Korea University
CAS_ICLR2021
Contrastive-Learning-NLP-Papers
Paper List for Contrastive Learning for Natural Language Processing
convex-optimization-for-all.github.io
모두를 위한 컨백스 최적화
coursera-Applied-Data-Science-with-Python
Repository for coursera specialization Applied Data Science with Python by University of Michigan
SungminHan15's Repositories
SungminHan15/adversarial-attacks-pytorch
PyTorch implementation of adversarial attacks.
SungminHan15/advertorch
A Toolbox for Adversarial Robustness Research
SungminHan15/awesome-anomaly-detection
A curated list of awesome anomaly detection resources
SungminHan15/Awesome-XAI-Evaluation
Reference tables to introduce and organize evaluation methods and measures for explainable machine learning systems
SungminHan15/Business-Analytics-IME654-
Course homepage for "Business Analytics (IME654)" @Korea University
SungminHan15/CAS_ICLR2021
SungminHan15/Contrastive-Learning-NLP-Papers
Paper List for Contrastive Learning for Natural Language Processing
SungminHan15/convex-optimization-for-all.github.io
모두를 위한 컨백스 최적화
SungminHan15/coursera-Applied-Data-Science-with-Python
Repository for coursera specialization Applied Data Science with Python by University of Michigan
SungminHan15/DAF
SungminHan15/Deep-Learning-Paper-Review-and-Practice
꼼꼼한 딥러닝 논문 리뷰와 코드 실습
SungminHan15/DeepBinDiff
Official repository for DeepBinDiff
SungminHan15/FourierHeatmap
Unofficial pytorch implementation of Fourier Heat Map proposed in 'A Fourier Perspective on Model Robustness in Computer Vision' [Yin+, NeurIPS2019]
SungminHan15/gan-vae-pretrained-pytorch
Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.
SungminHan15/im2recipe-Pytorch
im2recipe Pytorch implementation
SungminHan15/LeetCode
LeetCode solutions in Python3
SungminHan15/Libra-CAM
Libra-CAM: An Activation-Based Attribution Based on the Linear Approximation of Deep Neural Nets and Threshold Calibration
SungminHan15/loss-landscape
Code for visualizing the loss landscape of neural nets
SungminHan15/On.the.Trade-off.between.Adversarial.and.Backdoor.Robustness
Code for "On the Trade-off between Adversarial and Backdoor Robustness" (NIPS 2020)
SungminHan15/Papers-of-Robust-ML
Related papers for robust machine learning
SungminHan15/perceptual-advex
Code and data for the ICLR 2021 paper "Perceptual Adversarial Robustness: Defense Against Unseen Threat Models".
SungminHan15/pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
SungminHan15/python-for-coding-test
[한빛미디어] "이것이 취업을 위한 코딩 테스트다 with 파이썬" 전체 소스코드 저장소입니다.
SungminHan15/pytorch_GAN_zoo
A mix of GAN implementations including progressive growing
SungminHan15/pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
SungminHan15/robust_overfitting
SungminHan15/robustness
A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.
SungminHan15/Standalone-DeepLearning
2019 KAIST 딥러닝 홀로서기 세미나용 저장소입니다.
SungminHan15/The-Elements-of-Statistical-Learning-Python-Notebooks
A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book
SungminHan15/Watermark-Robustness-Toolbox
The official implementation of the IEEE S&P`22 paper "SoK: How Robust is Deep Neural Network Image Classification Watermarking".