Yoonsoo Nam

According to our database, Yoonsoo Nam authored at least 11 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

A simple mean field model of feature learning.

Niclas Alexander Göring, Chris Mingard, Yoonsoo Nam, Ard A. Louis

CoRR, October, 2025

Uncovering Intervention Opportunities for Suicide Prevention with Language Model Assistants.

Jaspreet Ranjit, Hyundong Justin Cho, Claire J. Smerdon, Yoonsoo Nam, Myles Phung, Jonathan May, John R. Blosnich, Swabha Swayamdipta

CoRR, August, 2025

Feature learning is decoupled from generalization in high capacity neural networks.

Niclas Alexander Göring, Charles London, Abdurrahman Hadi Erturk, Chris Mingard, Yoonsoo Nam, Ard A. Louis

CoRR, July, 2025

Evaluation Under Imperfect Benchmarks and Ratings: A Case Study in Text Simplification.

Joseph Liu, Yoonsoo Nam, Xinyue Cui, Swabha Swayamdipta

CoRR, April, 2025

Position: Solve Layerwise Linear Models First to Understand Neural Dynamical Phenomena (Neural Collapse, Emergence, Lazy/Rich Regime, and Grokking).

Yoonsoo Nam, Seok Hyeong Lee, Clémentine C. J. Dominé, Yea Chan Park, Charles London, Wonyl Choi, Niclas Alexander Göring, Seungjai Lee

CoRR, February, 2025

2024

Visualising Feature Learning in Deep Neural Networks by Diagonalizing the Forward Feature Map.

Yoonsoo Nam, Chris Mingard, Seok Hyeong Lee, Soufiane Hayou, Ard A. Louis

CoRR, 2024

Exploiting the equivalence between quantum neural networks and perceptrons.

Chris Mingard, Jessica Pointing, Charles London, Yoonsoo Nam, Ard A. Louis

CoRR, 2024

An exactly solvable model for emergence and scaling laws.

Yoonsoo Nam, Nayara Fonseca, Seok Hyeong Lee, Ard A. Louis

CoRR, 2024

An exactly solvable model for emergence and scaling laws in the multitask sparse parity problem.

Yoonsoo Nam, Nayara Fonseca, Seok Hyeong Lee, Chris Mingard, Ard A. Louis

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Does Video Summarization Require Videos? Quantifying the Effectiveness of Language in Video Summarization.

Yoonsoo Nam, Adam Lehavi, Daniel Yang, Digbalay Bose, Swabha Swayamdipta, Shrikanth Narayanan

Proceedings of the IEEE International Conference on Acoustics, 2024

2021

HyperTendril: Visual Analytics for User-Driven Hyperparameter Optimization of Deep Neural Networks.

Heungseok Park, Yoonsoo Nam, Jihoon Kim, Jaegul Choo

IEEE Trans. Vis. Comput. Graph., 2021