OATML at ICLR 2022

Yarin Gal, Tuan Nguyen, Andrew Jesson, Pascal Notin, Atılım Güneş Baydin, Clare Lyle, Milad Alizadeh, Joost van Amersfoort, Sebastian Farquhar, Muhammed Razzak, Freddie Kalaitzis, 01 Feb 2022

OATML group members and collaborators are proud to present 4 papers at ICLR 2022 main conference and 1 paper at a workshop. Group members will co-organizing the Machine Learning for Drug Discovery workshop on Friday.

Conference Papers

KL Guided Domain Adaptation
A. Tuan Nguyen, Toan Tran, Yarin Gal, Philip Torr, Atilim Gunes Baydin
[open review]
Poster: Poster Session 12 at 01:30 GMT on Friday, 29 April 2022

GeneDisco: A Benchmark for Experimental Design in Drug Discovery
Arash Mehrjou, Ashkan Soleymani, Andrew Jesson, Pascal Notin, Yarin Gal, Stefan Bauer, Patrick Schwab
[open review] [arxiv]
Poster: Poster Session 8 at 17:30 GMT on Wednesday, 27 April 2022

Prospect Pruning: Finding Trainable Weights at Initialization using Meta-Gradients
Milad Alizadeh, Shyam A. Tailor, Luisa M Zintgraf, Joost van Amersfoort, Sebastian Farquhar, Nicholas Donald Lane, Yarin Gal
[open review]
Poster: Poster Session 1 at 11:30 GMT on Monday, 25 April 2022

Understanding and Preventing Capacity Loss in Reinforcement Learning
Clare Lyle, Mark Rowland, Will Dabney
[open review]
Poster: Poster Session 7 at 09:30 GMT on Wednesday, 27 April 2022


Machine Learning for Drug Discovery (MLDD)
Pascal Notin, Stefan Bauer, Andrew Jesson, Yarin Gal, Patrick Schwab, Debora Marks, Sonali Parbhoo, Ece Ozkan, Clare Lyle, Ashkan Soleymani, Julia Domingo, Arash Mehrjou, Melanie Fernandez Pradier, Anna Bauer-Mehren, Max W Shen
Date: 13:00 GMT on Friday, 29 April 2022

Workshop Papers

MIMSS: A Dataset to evaluate Multi-Image Multi-Spectral Super-Resolution on Sentinel 2
Muhammed Razzak, Gonzalo Mateo-Garcia, Gurvan Lecuyer, Luis Gomez-Chova, Yarin Gal, Freddie Kalaitzis
Talk: AI for Earth and Space Science at 16:30 GMT on Friday, 29 April 2022

More blog posts here: OATML Blog

Are you looking to do a PhD in machine learning? Did you do a PhD in another field and want to do a postdoc in machine learning? Would you like to visit the group?

How to apply


We are located at
Department of Computer Science, University of Oxford
Wolfson Building
Parks Road
Twitter: @OATML_Oxford
Github: OATML
Email: oatml@cs.ox.ac.uk