Research

Publications

Show, Edit and Tell: A Framework for Editing Image Captions

Fawaz Sammani, Luke Melas-Kyriazi
CVPR 2020
Paper GitHub

Prediction of Chronological and Biological Age from Laboratory Data

Luke Sagers, Luke Melas-Kyriazi, Chirag Patel, Arjun Manrai
Aging (Cover Article)
Paper

Generation-Distillation for Efficient NLU in Low-Data Settings

Luke Melas-Kyriazi, George Han, Celine Liang
EMNLP 2019 Workshop on Low-resource NLP
Paper

Encoder-agnostic Adaptation for Conditional Language Generation

Zachary Ziegler, Luke Melas-Kyriazi, Sebastian Gehrmann, Alexander Rush
Paper GitHub

Training for Diversity in Image Paragraph Captioning

Luke Melas-Kyriazi, Alexander Rush, George Han
EMNLP 2018
Paper GitHub

Projects

EfficientNet-PyTorch

A fast and easy-to-use implementation of EfficientNet in PyTorch
(5000 GitHub stars).

GitHub

Image Colorization

Image colorization using deep convolutional neural networks, originally started as a class project.

GitHub