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Jasmine Collins
Jasmine Collins
Ph.D. student at UC Berkeley
Verified email at berkeley.edu - Homepage
Title
Cited by
Cited by
Year
Inferring single-trial neural population dynamics using sequential auto-encoders
C Pandarinath, DJ O’Shea, J Collins, R Jozefowicz, SD Stavisky, JC Kao, ...
Nature methods, 1, 2018
3262018
Capacity and trainability in recurrent neural networks
J Collins, J Sohl-Dickstein, D Sussillo
arXiv preprint arXiv:1611.09913, 2016
1792016
Protein secondary structure prediction using deep multi-scale convolutional neural networks and next-step conditioning
A Busia, J Collins, N Jaitly
arXiv preprint arXiv:1611.01503, 2016
202016
A D3R prospective evaluation of machine learning for protein-ligand scoring
J Sunseri, M Ragoza, J Collins, DR Koes
Journal of computer-aided molecular design 30 (9), 761-771, 2016
192016
Exploring exploration: Comparing children with rl agents in unified environments
E Kosoy, J Collins, DM Chan, S Huang, D Pathak, P Agrawal, J Canny, ...
arXiv preprint arXiv:2005.02880, 2020
122020
ABO: Dataset and Benchmarks for Real-World 3D Object Understanding
J Collins, S Goel, A Luthra, L Xu, K Deng, X Zhang, TFY Vicente, H Arora, ...
arXiv preprint arXiv:2110.06199, 2021
82021
Inferring single-trial neural population dynamics using sequential auto-encoders. bioRxiv
C Pandarinath, DJ O’Shea, J Collins, R Jozefowicz, SD Stavisky, JC Kao, ...
June, 2017
72017
Accelerating Training of Deep Neural Networks with a Standardization Loss
J Collins, J Balle, J Shlens
arXiv preprint arXiv:1903.00925, 2019
22019
Learning Causal Overhypotheses through Exploration in Children and Computational Models
E Kosoy, A Liu, J Collins, DM Chan, JB Hamrick, NR Ke, SH Huang, ...
arXiv preprint arXiv:2202.10430, 2022
2022
GANmouflage: 3D Object Nondetection with Texture Fields
R Guo, J Collins, O de Lima, A Owens
arXiv preprint arXiv:2201.07202, 2022
2022
Automatically Inferring Task Context for Continual Learning
J Collins, K Xu, B Olshausen, B Cheung
Conference on Cognitive Computational Neuroscience, 2019
2019
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Articles 1–11