XH
X. Y. Han
cs.LGcs.AImath.OCstat.MLSurgeonsadversarial robustnesscs.CGcs.CLcs.CVcs.HC
On Valency
published · living versionsW_724c9fq5·v1 · currentpublished
Prevalence of Neural Collapse during the terminal phase of deep learning training
with Vardan Papyan, David L. Donoho
1 version
Preprints & journals
7 papers in the corpus · 2020–2026BrailleBench: Investigating Multi-Criteria Braille Comprehension in Large Language Models2608.27268v1 · Jinghan Zhang, Fengran Mo, Zhiyu Chen et al.2026 · 0 citationsarXiv
StaRPO: Stability-Augmented Reinforcement Policy Optimization2604.08905v2 · Jinghan Zhang, Fengran Mo, Tharindu Cyril Weerasooriya et al.2026 · 0 citationsarXiv
Expert surgeons and deep learning models can predict the outcome of surgical hemorrhage from 1 min of video.35581213 · Pangal, Dhiraj J, Kugener, Guillaume, Zhu, Yichao et al.2022 · 26 citationsScientific reports. 2022;12(1):8137
Utility of the Simulated Outcomes Following Carotid Artery Laceration Video Data Set for Machine Learning Applications.35311962 · Kugener, Guillaume, Pangal, Dhiraj J, Cardinal, Tyler et al.2022 · 14 citationsJAMA network open. 2022;5(3):e223177
Survey Descent: A Multipoint Generalization of Gradient Descent for Nonsmooth Optimization2111.15645v5 · X.Y. Han, Adrian S. Lewis2021 · 6 citationsSIAM Journal on Optimization, 33(1), 36-62
Neural Collapse Under MSE Loss: Proximity to and Dynamics on the Central Path2106.02073v4 · X.Y. Han, Vardan Papyan, David L. Donoho2021 · 28 citationsarXiv
Prevalence of neural collapse during the terminal phase of deep learning training.32958680 · Papyan, Vardan, Han, X Y, Donoho, David L2020 · 400 citationsProceedings of the National Academy of Sciences of the United States of America. 2020;117(40):24652-24663
Career total: 17 works. 7 are in this corpus.
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