twcmchang Goto Github PK

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

colorful-moth

Artificial intelligence reveals environmental constraints on colour diversity in insects, Nature Communications (2019)

cp-cnn

Channel-Prioritized Convolutional Neural Networks for Sparsity and Multi-fidelity

cp-cnn-v2

cs760-final

Progressive Slimming for Convolutional Neural Networks

dark-image-enhancement

dlcv2018spring

Deep Learning for Computer Vision at National Taiwan University, 2018 Spring (1st place at final competition)

fb_user_embedding

github_page

gynecology

clinical diagnosis in gynecology

hands-on-dl

Hands-on tutorial of deep learning in Keras (Python)

hands-on-ml

Hands-on tutorial of machine learning in Python

idp

idp_cnn

idp_var_cnn

intro-to-optimization

CS 524 - Introduction to Optimization

lmcv2019

CS 838 Learning Based Methods in Computer Vision

magic-effect

map

Moth Altitude Prediction (MAP) - understanding the moth distribution in Taiwan

ml2017fall

Machine Learning at National Taiwan University, 2017 Fall

mlds2017

Machine Learning and Having it Deep and Structured at National Taiwan University, 2017 Spring

mlds2017final

Why Batch Normalization Works so Well (best peer-reviewed project at MLDS, 2017 Spring)

notes

oh-my-env

online-cv

post

project

renal-egfr

secure-cnn

seq-to-seq