Jung H. Lee

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 8

Top Topics

Transfer Learning

Connectionist Networks

Artificial Intelligent Systems

Structured Representations

Top Venues

Frontiers Comput. Neurosci.

Publications

Jung H. Lee, Sujith Vijayan
Searching for internal symbols underlying deep learning. CoRR (2024)
Cody Tipton, Elizabeth Coda, Davis Brown, Alyson Bittner, Jung H. Lee, Grayson Jorgenson, Tegan Emerson, Henry Kvinge
Haldane Bundles: A Dataset for Learning to Predict the Chern Number of Line Bundles on the Torus. CoRR (2023)
Jung H. Lee, Yoonsuck Choe, Salva Ardid, Reza Abbasi-Asl, Michelle McCarthy, Brian Hu
Editorial: Functional microcircuits in the brain and in artificial intelligent systems. Frontiers Comput. Neurosci. 17 (2023)
Jung H. Lee, Henry J. Kvinge, Scott Howland, Zachary New, John Buckheit, Lauren A. Phillips, Elliott Skomski, Jessica Hibler, Courtney D. Corley, Nathan O. Hodas
Adaptive Transfer Learning: a simple but effective transfer learning. CoRR (2021)
Henry Kvinge, Zachary New, Nico Courts, Jung H. Lee, Lauren A. Phillips, Courtney D. Corley, Aaron Tuor, Andrew Avila, Nathan O. Hodas
Fuzzy Simplicial Networks: A Topology-Inspired Model to Improve Task Generalization in Few-shot Learning. MetaDL@AAAI (2021)
Henry Kvinge, Scott Howland, Nico Courts, Lauren A. Phillips, John Buckheit, Zachary New, Elliott Skomski, Jung H. Lee, Sandeep Tiwari, Jessica Hibler, Courtney D. Corley, Nathan O. Hodas
One Representation to Rule Them All: Identifying Out-of-Support Examples in Few-shot Learning with Generic Representations. CoRR (2021)
Henry Kvinge, Zachary New, Nico Courts, Jung H. Lee, Lauren A. Phillips, Courtney D. Corley, Aaron Tuor, Andrew Avila, Nathan O. Hodas
Fuzzy Simplicial Networks: A Topology-Inspired Model to Improve Task Generalization in Few-shot Learning. CoRR (2020)
Jung H. Lee, Christof Koch, Stefan Mihalas
A Computational Analysis of the Function of Three Inhibitory Cell Types in Contextual Visual Processing. Frontiers Comput. Neurosci. 11 (2017)
Jung H. Lee, Miles A. Whittington, Nancy J. Kopell
Top-Down Beta Rhythms Support Selective Attention via Interlaminar Interaction: A Model. PLoS Comput. Biol. 9 (8) (2013)