Yi-Chen (Howard) Lo

papernotes. My personal notes and surveys on DL, CV and NLP papers.

pytorch-seq2seq-example. Fully batched seq2seq example based on practical-pytorch, and more extra features.

CLCC-CVPR21. An official TensorFlow implementation of “CLCC: Contrastive Learning for Color Constancy” accepted at CVPR 2021.

Kaggle-Quora-Question-Pairs. This is our team's solution report, which achieves top 10% (305/3307) in this competition.

grammar-pattern. Extract and align grammar patterns from English sentences.

kmeans-dbscan-tutorial. A clustering tutorial with scikit-learn for beginners.

NTHU-Machine-Learning. NTHU EE6550 Machine Learning slides and my code solutions for spring semester 2017.

ImageNet2COCO. A demo for mapping class labels from ImageNet to COCO.

Digestant. Modules for effectively digesting data from Twitter and Reddit using ML, NLP and statistics.

react-redux-sample. This repo contains two sample applications using React and Redux, built with Babel and Webpack and tested with Jest.

write-cafe. A web-based English writing assistant with automatic grammar error correction and example sentence suggestion.

learn-to-highlight-movies. Highlight Stephen Chow's famous movies using bullet-screen comments, document vector and neural network.

NTHU-Computer-Vision. NTHU CS6550 Computer Vision slides and my code solutions for fall semester 2016.

NTHU-CEDL2017-HW1-Deep-Classfication. TensorFlow implementation of two-stream VGG-16 net for object classfication in video frames

synthetic-chart. Code to generate style-enriched chart images and annotations based on Matplotlib and Seaborn.