Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Maithra Raghu

Do Vision Transformers See Like Convolutional Neural Networks?

Aug 19, 2021
Maithra Raghu, Thomas Unterthiner, Simon Kornblith, Chiyuan Zhang, Alexey Dosovitskiy

  Access Paper or Ask Questions

Pointer Value Retrieval: A new benchmark for understanding the limits of neural network generalization

Jul 27, 2021
Chiyuan Zhang, Maithra Raghu, Jon Kleinberg, Samy Bengio

  Access Paper or Ask Questions

Teaching with Commentaries

Nov 05, 2020
Aniruddh Raghu, Maithra Raghu, Simon Kornblith, David Duvenaud, Geoffrey Hinton

  Access Paper or Ask Questions

Do Wide and Deep Networks Learn the Same Things? Uncovering How Neural Network Representations Vary with Width and Depth

Oct 29, 2020
Thao Nguyen, Maithra Raghu, Simon Kornblith

  Access Paper or Ask Questions

Anatomy of Catastrophic Forgetting: Hidden Representations and Task Semantics

Jul 14, 2020
Vinay V. Ramasesh, Ethan Dyer, Maithra Raghu

  Access Paper or Ask Questions

A Survey of Deep Learning for Scientific Discovery

Mar 26, 2020
Maithra Raghu, Eric Schmidt

  Access Paper or Ask Questions

Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML

Sep 19, 2019
Aniruddh Raghu, Maithra Raghu, Samy Bengio, Oriol Vinyals

  Access Paper or Ask Questions

The Algorithmic Automation Problem: Prediction, Triage, and Human Effort

Mar 28, 2019
Maithra Raghu, Katy Blumer, Greg Corrado, Jon Kleinberg, Ziad Obermeyer, Sendhil Mullainathan

  Access Paper or Ask Questions

Transfusion: Understanding Transfer Learning with Applications to Medical Imaging

Feb 14, 2019
Maithra Raghu, Chiyuan Zhang, Jon Kleinberg, Samy Bengio

  Access Paper or Ask Questions

Insights on representational similarity in neural networks with canonical correlation

Oct 23, 2018
Ari S. Morcos, Maithra Raghu, Samy Bengio

* NIPS 2018 

  Access Paper or Ask Questions

Direct Uncertainty Prediction for Medical Second Opinions

Sep 13, 2018
Maithra Raghu, Katy Blumer, Rory Sayres, Ziad Obermeyer, Sendhil Mullainathan, Jon Kleinberg

  Access Paper or Ask Questions

Adversarial Spheres

Sep 10, 2018
Justin Gilmer, Luke Metz, Fartash Faghri, Samuel S. Schoenholz, Maithra Raghu, Martin Wattenberg, Ian Goodfellow

  Access Paper or Ask Questions

Can Deep Reinforcement Learning Solve Erdos-Selfridge-Spencer Games?

Jun 29, 2018
Maithra Raghu, Alex Irpan, Jacob Andreas, Robert Kleinberg, Quoc V. Le, Jon Kleinberg

* Accepted to ICML 2018, code opensourced at: 

  Access Paper or Ask Questions

SVCCA: Singular Vector Canonical Correlation Analysis for Deep Learning Dynamics and Interpretability

Nov 08, 2017
Maithra Raghu, Justin Gilmer, Jason Yosinski, Jascha Sohl-Dickstein

* Accepted to NIPS 2017, code: , new plots on Imagenet 

  Access Paper or Ask Questions

On the Expressive Power of Deep Neural Networks

Jun 18, 2017
Maithra Raghu, Ben Poole, Jon Kleinberg, Surya Ganguli, Jascha Sohl-Dickstein

* Accepted to ICML 2017 

  Access Paper or Ask Questions

Linear Additive Markov Processes

Apr 05, 2017
Ravi Kumar, Maithra Raghu, Tamas Sarlos, Andrew Tomkins

* Accepted to WWW 2017 

  Access Paper or Ask Questions

Survey of Expressivity in Deep Neural Networks

Nov 24, 2016
Maithra Raghu, Ben Poole, Jon Kleinberg, Surya Ganguli, Jascha Sohl-Dickstein

* Presented at NIPS 2016 Workshop on Interpretable Machine Learning in Complex Systems 

  Access Paper or Ask Questions

Exponential expressivity in deep neural networks through transient chaos

Jun 17, 2016
Ben Poole, Subhaneil Lahiri, Maithra Raghu, Jascha Sohl-Dickstein, Surya Ganguli

* Fixed equation references 

  Access Paper or Ask Questions