OATML at ICLR 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
Workshops
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