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Exploring Exploration: Comparing Children with RL Agents in Unified Environments

May 06, 2020
Eliza Kosoy, Jasmine Collins, David M. Chan, Jessica B. Hamrick, Sandy Huang, Alison Gopnik, John Canny

* Published as a workshop paper at "Bridging AI and Cognitive Science" (ICLR 2020) 

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Accelerating Training of Deep Neural Networks with a Standardization Loss

Mar 03, 2019
Jasmine Collins, Johannes Balle, Jonathon Shlens

* Technical report. Results presented at WiML 2018 

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Capacity and Trainability in Recurrent Neural Networks

Mar 03, 2017
Jasmine Collins, Jascha Sohl-Dickstein, David Sussillo

* Published as a conference paper at ICLR 2017 

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Protein Secondary Structure Prediction Using Deep Multi-scale Convolutional Neural Networks and Next-Step Conditioning

Nov 04, 2016
Akosua Busia, Jasmine Collins, Navdeep Jaitly

* 10 pages, 2 figures, submitted to RECOMB 2017 

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