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SueYeon Chung
Assistant Professor, Department of Physics, Center for Brain Science, Kempner Institute for Natural and Artificial Intelligence, Harvard University
Principal Investigator, Center for Computational Neuroscience, Flatiron Institute / Simons Foundation
Joined
May 2019
Names
SueYeon Chung
(Preferred)
,
Sue Yeon Chung
Emails
****@mit.edu
(Confirmed)
,
****@columbia.edu
(Confirmed)
,
****@columbia.edu
(Confirmed)
,
****@flatironinstitute.org
(Confirmed)
,
****@nyu.edu
(Confirmed)
,
****@fas.harvard.edu
(Confirmed)
,
****@g.harvard.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Assistant Professor
Department of Physics, Center for Brain Science, Kempner Institute for Natural and Artificial Intelligence ,
Harvard University
(harvard.edu)
2025
–
Present
Principal Investigator
Center for Computational Neuroscience ,
Flatiron Institute / Simons Foundation
(simonsfoundation.org)
2022
–
Present
Assistant Professor
Center for Neural Science ,
New York University
(nyu.edu)
2022
–
2025
Researcher
Center for Theoretical Neuroscience ,
Columbia University
(columbia.edu)
2019
–
2021
Researcher
Department of Brain and Cognitive Sciences ,
Massachusetts Institute of Technology
(mit.edu)
2018
–
2019
PhD student
Applied Physics ,
Harvard University
(harvard.edu)
2011
–
2017
Advisors, Relations & Conflicts
No relations added
Expertise
Neuroscience
Present
Deep Learning
Present
High Dimensional Statistics
Present
Physics of Learning
Present
Publications
Learning Efficient Coding of Natural Images with Maximum Manifold Capacity Representations
Thomas E. Yerxa
,
Yilun Kuang
,
Eero P. Simoncelli
,
SueYeon Chung
Published: 01 Jan 2023, Last Modified: 16 May 2023
CoRR 2023
Readers:
Everyone
Geometry reveals an instructive role of retinal waves as biologically plausible pre-training signals
Andrew Ligeralde
,
Miah N Pitcher
,
Marla Feller
,
SueYeon Chung
Published: 07 Nov 2022, Last Modified: 05 May 2023
NeurReps 2022 Poster
Readers:
Everyone
Self-Supervised Learning of Maximum Manifold Capacity Representations
Thomas Edward Yerxa
,
Yilun Kuang
,
Eero P Simoncelli
,
SueYeon Chung
Published: 01 Feb 2023, Last Modified: 13 Feb 2023
Submitted to ICLR 2023
Readers:
Everyone
Efficient neural representation in the cognitive neuroscience domain: Manifold Capacity in One-vs-rest Recognition Limit
Nga Yu Lo
,
SueYeon Chung
Published: 01 Feb 2023, Last Modified: 13 Feb 2023
Submitted to ICLR 2023
Readers:
Everyone
The Implicit Bias of Gradient Descent on Generalized Gated Linear Networks
Samuel Lippl
,
L. F. Abbott
,
SueYeon Chung
Published: 01 Jan 2022, Last Modified: 12 May 2023
CoRR 2022
Readers:
Everyone
Divisive Feature Normalization Improves Image Recognition Performance in AlexNet
Michelle Miller
,
SueYeon Chung
,
Kenneth D. Miller
Published: 28 Jan 2022, Last Modified: 13 Feb 2023
ICLR 2022 Poster
Readers:
Everyone
Separability and geometry of object manifolds in deep neural networks
Uri Cohen
,
SueYeon Chung
,
Daniel Lee
,
Haim Sompolinsky
16 Sept 2021
OpenReview Archive Direct Upload
Readers:
Everyone
Learning Data Manifolds with a Cutting Plane Method
SueYeon Chung
,
Uri Cohen
,
Haim Sompolinsky
,
Daniel Lee
16 Sept 2021 (modified: 11 Jan 2022)
OpenReview Archive Direct Upload
Readers:
Everyone
Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception
Joel Dapello
,
Jenelle Feather
,
Hang Le
,
Tiago Marques
,
David Daniel Cox
,
Josh Mcdermott
,
James J. DiCarlo
,
SueYeon Chung
Published: 09 Nov 2021, Last Modified: 26 May 2025
NeurIPS 2021 Poster
Readers:
Everyone
Credit Assignment Through Broadcasting a Global Error Vector
David G Clark
,
Larry Abbott
,
SueYeon Chung
Published: 09 Nov 2021, Last Modified: 26 May 2025
NeurIPS 2021 Poster
Readers:
Everyone
View all 31 publications
Co-Authors
Abhinav Ganesh
Andrew Ligeralde
Cory Stephenson
Daniel D. Lee
Daniel Lee
David D. Cox
David Daniel Cox
David G Clark
David G. Clark
Eero P Simoncelli
Eero P. Simoncelli
Haim Sompolinsky
Hang Le
Hanlin Tang
Il Memming Park
James J. DiCarlo
Jenelle Feather
Joel Dapello
Jonathan Mamou
Josh H. McDermott
Josh McDermott
Josh Mcdermott
Josue Nassar
Kenneth D. Harris
Kenneth D. Miller
View all 47 co-authors