MR
Maithra Raghu
cs.LGstat.MLcs.AIcs.CVcs.NEcond-mat.dis-nncs.DScs.GT
On Valency
published · living versionsW_e3xzt63y·v1 · currentpublished
Transfusion: Understanding Transfer Learning for Medical Imaging
with Chiyuan Zhang, Jon Kleinberg, Samy Bengio
1 version
Preprints & journals
21 papers in the corpus · 2015–2022Learning to Reason with Neural Networks: Generalization, Unseen Data and Boolean Measures2205.13647v2 · Emmanuel Abbe, Samy Bengio, Elisabetta Cornacchia et al.2022 · 3 citationsarXiv
Do Vision Transformers See Like Convolutional Neural Networks?2108.08810v2 · Maithra Raghu, Thomas Unterthiner, Simon Kornblith et al.2021 · 108 citationsarXiv
Pointer Value Retrieval: A new benchmark for understanding the limits of neural network generalization2107.12580v2 · Chiyuan Zhang, Maithra Raghu, Jon Kleinberg et al.2021 · 2 citationsarXiv
On the Origins of the Block Structure Phenomenon in Neural Network Representations2202.07184v1 · Thao Nguyen, Maithra Raghu, Simon Kornblith2022 · 6 citationsarXiv
Do Wide and Deep Networks Learn the Same Things? Uncovering How Neural Network Representations Vary with Width and Depth2010.15327v2 · Thao Nguyen, Maithra Raghu, Simon Kornblith2020 · 107 citationsarXiv
Teaching with Commentaries2011.03037v2 · Aniruddh Raghu, Maithra Raghu, Simon Kornblith et al.2020 · 4 citationsarXiv
Anatomy of Catastrophic Forgetting: Hidden Representations and Task Semantics2007.07400v1 · Vinay V. Ramasesh, Ethan Dyer, Maithra Raghu2020 · 51 citationsarXiv
A Survey of Deep Learning for Scientific Discovery2003.11755v1 · Maithra Raghu, Eric Schmidt2020 · 58 citationsarXiv
Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML1909.09157v2 · Aniruddh Raghu, Maithra Raghu, Samy Bengio et al.2019 · 94 citationsarXiv
Transfusion: Understanding Transfer Learning for Medical Imaging1902.07208v3 · Maithra Raghu, Chiyuan Zhang, Jon Kleinberg et al.2019 · 756 citationsarXivon Valency
Direct Uncertainty Prediction for Medical Second Opinions1807.01771v4 · Maithra Raghu, Katy Blumer, Rory Sayres et al.2018 · 48 citationsarXiv
The Algorithmic Automation Problem: Prediction, Triage, and Human Effort1903.12220v1 · Maithra Raghu, Katy Blumer, Greg Corrado et al.2019 · 57 citationsarXiv
Insights on representational similarity in neural networks with canonical correlation1806.05759v3 · Ari S. Morcos, Maithra Raghu, Samy Bengio2018 · 148 citationsarXiv
Adversarial Spheres1801.02774v3 · Justin Gilmer, Luke Metz, Fartash Faghri et al.2018 · 42 citationsarXiv
Can Deep Reinforcement Learning Solve Erdos-Selfridge-Spencer Games?1711.02301v5 · Maithra Raghu, Alex Irpan, Jacob Andreas et al.2017 · 20 citationsarXiv
Team Performance with Test Scores1506.00147v2 · Jon Kleinberg, Maithra Raghu2015 · 17 citationsarXiv
SVCCA: Singular Vector Canonical Correlation Analysis for Deep Learning Dynamics and Interpretability1706.05806v2 · Maithra Raghu, Justin Gilmer, Jason Yosinski et al.2017 · 330 citationsarXiv
On the Expressive Power of Deep Neural Networks1606.05336v6 · Maithra Raghu, Ben Poole, Jon Kleinberg et al.2016 · 73 citationsarXiv
Linear Additive Markov Processes1704.01255v1 · Ravi Kumar, Maithra Raghu, Tamas Sarlos et al.2017 · 0 citationsarXiv
Survey of Expressivity in Deep Neural Networks1611.08083v1 · Maithra Raghu, Ben Poole, Jon Kleinberg et al.2016 · 10 citationsarXiv
Exponential expressivity in deep neural networks through transient chaos1606.05340v2 · Ben Poole, Subhaneil Lahiri, Maithra Raghu et al.2016 · 326 citationsarXiv
Career total: 31 works. 21 are in this corpus.
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