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ABO: Dataset and Benchmarks for Real-World 3D Object Understanding

Oct 12, 2021
Jasmine Collins, Shubham Goel, Achleshwar Luthra, Leon Xu, Kenan Deng, Xi Zhang, Tomas F. Yago Vicente, Himanshu Arora, Thomas Dideriksen, Matthieu Guillaumin, Jitendra Malik

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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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