Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for SueYeon Chung

Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception


Nov 12, 2021
Joel Dapello, Jenelle Feather, Hang Le, Tiago Marques, David D. Cox, Josh H. McDermott, James J. DiCarlo, SueYeon Chung

* 35th Conference on Neural Information Processing Systems (NeurIPS 2021) 

  Access Paper or Ask Questions

Understanding the Logit Distributions of Adversarially-Trained Deep Neural Networks


Aug 26, 2021
Landan Seguin, Anthony Ndirango, Neeli Mishra, SueYeon Chung, Tyler Lee

* 29 pages (13 main, 16 supplemental), 22 figures (5 main, 17 supplemental) 

  Access Paper or Ask Questions

Credit Assignment Through Broadcasting a Global Error Vector


Jun 08, 2021
David G. Clark, L. F. Abbott, SueYeon Chung

* 18 pages, 6 figures 

  Access Paper or Ask Questions

Statistical Mechanics of Neural Processing of Object Manifolds


Jun 01, 2021
SueYeon Chung

* PhD thesis, Harvard University, Cambridge, Massachusetts, USA. 2017. Some chapters report joint work 

  Access Paper or Ask Questions

On the geometry of generalization and memorization in deep neural networks


May 30, 2021
Cory Stephenson, Suchismita Padhy, Abhinav Ganesh, Yue Hui, Hanlin Tang, SueYeon Chung

* ICLR 2021 

  Access Paper or Ask Questions

Neural population geometry: An approach for understanding biological and artificial neural networks


Apr 17, 2021
SueYeon Chung, L. F. Abbott


  Access Paper or Ask Questions

Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language Models


Apr 15, 2021
Matteo Alleman, Jonathan Mamou, Miguel A Del Rio, Hanlin Tang, Yoon Kim, SueYeon Chung

* 12 pages, 7 figures 

  Access Paper or Ask Questions

On 1/n neural representation and robustness


Dec 08, 2020
Josue Nassar, Piotr Aleksander Sokol, SueYeon Chung, Kenneth D. Harris, Il Memming Park


  Access Paper or Ask Questions

Emergence of Separable Manifolds in Deep Language Representations


Jun 06, 2020
Jonathan Mamou, Hang Le, Miguel Del Rio, Cory Stephenson, Hanlin Tang, Yoon Kim, SueYeon Chung

* 8 pages. 8 figures. Accepted to ICML 2020 

  Access Paper or Ask Questions

Untangling in Invariant Speech Recognition


Mar 03, 2020
Cory Stephenson, Jenelle Feather, Suchismita Padhy, Oguz Elibol, Hanlin Tang, Josh McDermott, SueYeon Chung

* Advances in Neural Information Processing Systems. 2019 

  Access Paper or Ask Questions

Classification and Geometry of General Perceptual Manifolds


Jun 24, 2018
SueYeon Chung, Daniel D. Lee, Haim Sompolinsky

* Phys. Rev. X 8, 031003 (2018) 
* 24 pages, 12 figures, Supplementary Materials 

  Access Paper or Ask Questions

Learning Data Manifolds with a Cutting Plane Method


May 28, 2017
SueYeon Chung, Uri Cohen, Haim Sompolinsky, Daniel D. Lee

* Neural Computation. Volume:30, Issue:10, (2018) pp.2593-2615 

  Access Paper or Ask Questions

Linear Readout of Object Manifolds


Aug 21, 2016
SueYeon Chung, Daniel D. Lee, Haim Sompolinsky

* Phys. Rev. E 93, 060301 (R) (2016) 
* 5 pages, 3 figures, accepted in Physical Review E as Rapid Communication on 14th May. 2016 

  Access Paper or Ask Questions