A place to track readings and discussions from the Climate Change AI reading group. To join the group, follow this link or send a message on the Climate Change Forum.
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03-Mar-2021
The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization (2020) by Dan Hendrycks, Steven Basart, Norman Mu, Saurav Kadavath, Frank Wang, Evan Dorundo, Rahul Desai, Tyler Zhu, Samyak Parajuli, Mike Guo, Dawn Song, Jacob Steinhardt, Justin Gilmer -
23-Dec-2020
Reinforced active learning for image segmentation (2020) by Arantxa Casanova, Pedro O. Pinheiro, Negar Rostamzadeh, Christopher J. Pal -
02-Dec-2020
Counting Cows: Tracking Illegal Cattle Ranching From High-Resolution Satellite Imagery (2020) by Issam Laradji, Pau Rodriguez, Freddie Kalaitzis, David Vazquez, Ross Young, Ed Davey, Alexandre Lacoste -
18-Nov-2020
Do deep features generalize from everyday objects to remote sensing and aerial scenes domains? (2015) by Otávio A. B. Penatti, Keiller Nogueira, Jefersson A. dos Santos -
04-Nov-2020
A Simple Framework for Contrastive Learning of Visual Representations (2020) by Ting Chen, Simon Kornblith, Mohammad Norouzi, Geoffrey Hinton -
21-Oct-2020
Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities (2020) by Gong Cheng, Xingxing Xie, Junwei Han, Lei Guo, Gui-Song Xia