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Jasmine Collins
Researcher, Databricks Mosaic
Joined
February 2020
Names
Jasmine Collins
(Preferred)
,
Jasmine L Collins
Emails
****@google.com
(Confirmed)
,
****@berkeley.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Researcher
Databricks Mosaic
(databricks.com)
2023
–
Present
PhD student
University of California Berkeley
(berkeley.edu)
2017
–
2023
Brain Resident
Google
(google.com)
2016
–
2017
Undergrad student
University of Pittsburgh
(pitt.edu)
2012
–
2016
Advisors, Relations & Conflicts
Coworker
Jonathan Frankle
2023
–
Present
PhD Advisor
Jitendra Malik
2017
–
2023
PhD Advisor
Bruno Olshausen
2017
–
2023
Coauthor
Jon Shlens
2017
–
2018
Coauthor
David Sussillo
2016
–
2017
Coauthor
Jascha Sohl-Dickstein
2016
–
2017
Expertise
3d computer vision
Present
self-supervised learning
Present
cognitive science
Present
Publications
Towards Understanding How Machines Can Learn Causal Overhypotheses
Eliza Kosoy
,
David Chan
,
Adrian Liu
,
Jasmine Collins
,
Bryanna Kaufmann
,
Sandy Huang
,
Jessica B Hamrick
,
John Canny
,
Nan Rosemary Ke
,
Alison Gopnik
Published: 01 Feb 2023, Last Modified: 14 Jan 2026
Submitted to ICLR 2023
Readers:
Everyone
Towards Understanding How Machines Can Learn Causal Overhypotheses
Eliza Kosoy
,
David M. Chan
,
Adrian Liu
,
Jasmine Collins
,
Bryanna Kaufmann
,
Sandy Han Huang
,
Jessica B. Hamrick
,
John F. Canny
,
Nan Rosemary Ke
,
Alison Gopnik
2022 (modified: 16 Nov 2022)
CoRR 2022
Readers:
Everyone
Learning Causal Overhypotheses through Exploration in Children and Computational Models
Eliza Kosoy
,
Adrian Liu
,
Jasmine Collins
,
David M. Chan
,
Jessica B. Hamrick
,
Nan Rosemary Ke
,
Sandy H. Huang
,
Bryanna Kaufmann
,
John F. Canny
,
Alison Gopnik
2022 (modified: 16 Nov 2022)
CLeaR 2022
Readers:
Everyone
ABO: Dataset and Benchmarks for Real-World 3D Object Understanding
Jasmine Collins
,
Shubham Goel
,
Kenan Deng
,
Achleshwar Luthra
,
Leon Xu
,
Erhan Gundogdu
,
Xi Zhang
,
Tomas F. Yago Vicente
,
Thomas Dideriksen
,
Himanshu Arora
,
Matthieu Guillaumin
,
Jitendra Malik
2022 (modified: 16 Nov 2022)
CVPR 2022
Readers:
Everyone
GANmouflage: 3D Object Nondetection with Texture Fields
Rui Guo
,
Jasmine Collins
,
Oscar de Lima
,
Andrew Owens
2022 (modified: 16 Nov 2022)
CoRR 2022
Readers:
Everyone
Learning Causal Overhypotheses through Exploration in Children and Computational Models
Eliza Kosoy
,
Adrian Liu
,
Jasmine L Collins
,
David Chan
,
Jessica B Hamrick
,
Nan Rosemary Ke
,
Sandy Huang
,
Bryanna Kaufmann
,
John Canny
,
Alison Gopnik
Published: 09 Feb 2022, Last Modified: 15 Jan 2026
CLeaR 2022 Oral
Readers:
Everyone
Exploring Exploration: Comparing Children with Agents in Unified Exploration Environments
Eliza Kosoy
,
Jasmine Collins
,
David M. Chan
,
Deepak Pathak
,
Pulkit Agrawal
,
Alison Gopnik
2020 (modified: 16 Nov 2022)
CogSci 2020
Readers:
Everyone
Accelerating Training of Deep Neural Networks with a Standardization Loss
Jasmine Collins
,
Jona Ballé
,
Jonathon Shlens
2019 (modified: 16 Nov 2022)
CoRR 2019
Readers:
Everyone
Capacity and Trainability in Recurrent Neural Networks
Jasmine Collins
,
Jascha Sohl-Dickstein
,
David Sussillo
2017 (modified: 16 Nov 2022)
ICLR (Poster) 2017
Readers:
Everyone
A D3R prospective evaluation of machine learning for protein-ligand scoring
Jocelyn Sunseri
,
Matthew Ragoza
,
Jasmine Collins
,
David Ryan Koes
2016 (modified: 16 Nov 2022)
J. Comput. Aided Mol. Des. 2016
Readers:
Everyone
View all 11 publications
Co-Authors
Achleshwar Luthra
Adrian Liu
Akosua Busia
Alison Gopnik
Andrew Owens
Bryanna Kaufmann
David Chan
David M. Chan
David Ryan Koes
David Sussillo
Deepak Pathak
Eliza Kosoy
Erhan Gundogdu
Himanshu Arora
Jascha Sohl-Dickstein
Jessica B Hamrick
Jessica B. Hamrick
Jitendra Malik
Jocelyn Sunseri
John Canny
John F. Canny
Jona Ballé
Jonathon Shlens
Kenan Deng
Leon Xu
View all 39 co-authors