Chia Yew Ken's Projects
TensorFlow code and pre-trained models for BERT
BERT for question answering starting with HotpotQA
Pytorch implementation of β-VAE
Data compression in TensorFlow
Easy to use model parallel large language models in JAX/Flax with pjit support on cloud TPU pods.
Image classifier for Kaggle Statoil/C-CORE Iceberg Classifier Challenge
Kaggle Plant Seedlings Classification (Mean F-Score = 0.95)
Keras Implementation of EfficientNets
Lesson Materials for SUTD Course 40.614: Metaheuristic Optimization
Open clone of OpenAI's unreleased WebText dataset scraper
Code Implementation of "Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction".
SUTD Coursework Materials
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.