Yoonsoo Nam

16 papers A* 1Misc 1Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Sufficient Conditions for Stability of Minimum-Norm Interpolating Deep ReLU Networks.
CoRR
Ouns El Harzli, Yoonsoo Nam, Ilja Kuzborskij, Bernardo Cuenca Grau, Ard A. Louis
2026 J jnl
Supervised sparse auto-encoders as unconstrained feature models for semantic composition.
CoRR
Ouns El Harzli, Hugo Wallner, Yoonsoo Nam, Haixuan Xavier Tao
2025 J jnl
A simple mean field model of feature learning.
CoRR
Niclas Alexander Göring, Chris Mingard, Yoonsoo Nam, Ard A. Louis
2025 J jnl
Evaluation Under Imperfect Benchmarks and Ratings: A Case Study in Text Simplification.
CoRR
Joseph Liu, Yoonsoo Nam, Xinyue Cui, Swabha Swayamdipta
2025 J jnl
Feature learning is decoupled from generalization in high capacity neural networks.
CoRR
Niclas Alexander Göring, Charles London, Abdurrahman Hadi Erturk, Chris Mingard, Yoonsoo Nam, Ard A. Louis
2025 — conf
Position: Solve Layerwise Linear Models First to Understand Neural Dynamical Phenomena (Neural Collapse, Emergence, Lazy/Rich Regime, and Grokking).
ICML (Position Papers)
Yoonsoo Nam, Seok Hyeong Lee, Clémentine Carla Juliette Dominé, Yeachan Park, Charles London, Wonyl Choi, Niclas Alexander Göring, Seungjai Lee
2025 J jnl
Position: Solve Layerwise Linear Models First to Understand Neural Dynamical Phenomena (Neural Collapse, Emergence, Lazy/Rich Regime, and Grokking).
CoRR
Yoonsoo Nam, Seok Hyeong Lee, Clémentine C. J. Dominé, Yea Chan Park, Charles London, Wonyl Choi, Niclas Alexander Göring, Seungjai Lee
2025 J jnl
Uncovering Intervention Opportunities for Suicide Prevention with Language Model Assistants.
CoRR
Jaspreet Ranjit, Hyundong Justin Cho, Claire J. Smerdon, Yoonsoo Nam, Myles Phung, Jonathan May, John R. Blosnich, Swabha Swayamdipta
2024 A* conf
An exactly solvable model for emergence and scaling laws in the multitask sparse parity problem.
NeurIPS
Yoonsoo Nam, Nayara Fonseca, Seok Hyeong Lee, Chris Mingard, Ard A. Louis
2024 J jnl
An exactly solvable model for emergence and scaling laws.
CoRR
Yoonsoo Nam, Nayara Fonseca, Seok Hyeong Lee, Ard A. Louis
2024 Misc conf
Does Video Summarization Require Videos? Quantifying the Effectiveness of Language in Video Summarization.
ICASSP
Yoonsoo Nam, Adam Lehavi, Daniel Yang, Digbalay Bose, Swabha Swayamdipta, Shrikanth Narayanan
2024 J jnl
Exploiting the equivalence between quantum neural networks and perceptrons.
CoRR
Chris Mingard, Jessica Pointing, Charles London, Yoonsoo Nam, Ard A. Louis
2024 J jnl
Visualising Feature Learning in Deep Neural Networks by Diagonalizing the Forward Feature Map.
CoRR
Yoonsoo Nam, Chris Mingard, Seok Hyeong Lee, Soufiane Hayou, Ard A. Louis
2023 J jnl
Does Video Summarization Require Videos? Quantifying the Effectiveness of Language in Video Summarization.
CoRR
Yoonsoo Nam, Adam Lehavi, Daniel Yang, Digbalay Bose, Swabha Swayamdipta, Shrikanth Narayanan
2021 J jnl
HyperTendril: Visual Analytics for User-Driven Hyperparameter Optimization of Deep Neural Networks.
IEEE Trans. Vis. Comput. Graph.
Heungseok Park, Yoonsoo Nam, Jihoon Kim, Jaegul Choo
2020 J jnl
HyperTendril: Visual Analytics for User-Driven Hyperparameter Optimization of Deep Neural Networks.
CoRR
Heungseok Park, Yoonsoo Nam, Jihoon Kim, Jaegul Choo