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

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Meaningful uncertainties from deep neural network surrogates of large-scale numerical simulations

Oct 26, 2020
Gemma J. Anderson, Jim A. Gaffney, Brian K. Spears, Peer-Timo Bremer, Rushil Anirudh, Jayaraman J. Thiagarajan


  Access Paper or Ask Questions

Machine Learning-Powered Mitigation Policy Optimization in Epidemiological Models

Oct 16, 2020
Jayaraman J. Thiagarajan, Peer-Timo Bremer, Rushil Anirudh, Timothy C. Germann, Sara Y. Del Valle, Frederick H. Streitz


  Access Paper or Ask Questions

Accurate Calibration of Agent-based Epidemiological Models with Neural Network Surrogates

Oct 13, 2020
Rushil Anirudh, Jayaraman J. Thiagarajan, Peer-Timo Bremer, Timothy C. Germann, Sara Y. Del Valle, Frederick H. Streitz


  Access Paper or Ask Questions

Accurate and Robust Feature Importance Estimation under Distribution Shifts

Sep 30, 2020
Jayaraman J. Thiagarajan, Vivek Narayanaswamy, Rushil Anirudh, Peer-Timo Bremer, Andreas Spanias


  Access Paper or Ask Questions

Generative Patch Priors for Practical Compressive Image Recovery

Jun 18, 2020
Rushil Anirudh, Suhas Lohit, Pavan Turaga


  Access Paper or Ask Questions

Unsupervised Audio Source Separation using Generative Priors

May 28, 2020
Vivek Narayanaswamy, Jayaraman J. Thiagarajan, Rushil Anirudh, Andreas Spanias

* 5 pages, 2 figures 

  Access Paper or Ask Questions

Designing Accurate Emulators for Scientific Processes using Calibration-Driven Deep Models

May 05, 2020
Jayaraman J. Thiagarajan, Bindya Venkatesh, Rushil Anirudh, Peer-Timo Bremer, Jim Gaffney, Gemma Anderson, Brian Spears


  Access Paper or Ask Questions

MimicGAN: Robust Projection onto Image Manifolds with Corruption Mimicking

Feb 07, 2020
Rushil Anirudh, Jayaraman J. Thiagarajan, Bhavya Kailkhura, Timo Bremer

* Minor revision at the International Journal on Computer Vision's (IJCV) special issue on GANs (2020) 

  Access Paper or Ask Questions

Improved Surrogates in Inertial Confinement Fusion with Manifold and Cycle Consistencies

Dec 17, 2019
Rushil Anirudh, Jayaraman J. Thiagarajan, Peer-Timo Bremer, Brian K. Spears

* 10 pages, 6 figures 

  Access Paper or Ask Questions

Merlin: Enabling Machine Learning-Ready HPC Ensembles

Dec 05, 2019
J. Luc Peterson, Rushil Anirudh, Kevin Athey, Benjamin Bay, Peer-Timo Bremer, Vic Castillo, Francesco Di Natale, David Fox, Jim A. Gaffney, David Hysom, Sam Ade Jacobs, Bhavya Kailkhura, Joe Koning, Bogdan Kustowski, Steven Langer, Peter Robinson, Jessica Semler, Brian Spears, Jayaraman Thiagarajan, Brian Van Essen, Jae-Seung Yeom

* 10 pages, 5 figures; Submitted to IPDPS 2020 

  Access Paper or Ask Questions

Improving Limited Angle CT Reconstruction with a Robust GAN Prior

Oct 14, 2019
Rushil Anirudh, Hyojin Kim, Jayaraman J. Thiagarajan, K. Aditya Mohan, Kyle M. Champley

* Deep Inverse NeurIPS 2019 Workshop 

  Access Paper or Ask Questions

Extreme Few-view CT Reconstruction using Deep Inference

Oct 11, 2019
Hyojin Kim, Rushil Anirudh, K. Aditya Mohan, Kyle Champley

* Deep Inverse NeurIPS 2019 Workshop 

  Access Paper or Ask Questions

Parallelizing Training of Deep Generative Models on Massive Scientific Datasets

Oct 05, 2019
Sam Ade Jacobs, Brian Van Essen, David Hysom, Jae-Seung Yeom, Tim Moon, Rushil Anirudh, Jayaraman J. Thiagaranjan, Shusen Liu, Peer-Timo Bremer, Jim Gaffney, Tom Benson, Peter Robinson, Luc Peterson, Brian Spears


  Access Paper or Ask Questions

Exploring Generative Physics Models with Scientific Priors in Inertial Confinement Fusion

Oct 03, 2019
Rushil Anirudh, Jayaraman J. Thiagarajan, Shusen Liu, Peer-Timo Bremer, Brian K. Spears

* Machine Learning for Physical Sciences Workshop at NeurIPS 2019 

  Access Paper or Ask Questions

Function Preserving Projection for Scalable Exploration of High-Dimensional Data

Sep 25, 2019
Shusen Liu, Rushil Anirudh, Jayaraman J. Thiagarajan, Peer-Timo Bremer


  Access Paper or Ask Questions

Scalable Topological Data Analysis and Visualization for Evaluating Data-Driven Models in Scientific Applications

Jul 19, 2019
Shusen Liu, Di Wang, Dan Maljovec, Rushil Anirudh, Jayaraman J. Thiagarajan, Sam Ade Jacobs, Brian C. Van Essen, David Hysom, Jae-Seung Yeom, Jim Gaffney, Luc Peterson, Peter B. Robinson, Harsh Bhatia, Valerio Pascucci, Brian K. Spears, Peer-Timo Bremer


  Access Paper or Ask Questions

SALT: Subspace Alignment as an Auxiliary Learning Task for Domain Adaptation

Jun 11, 2019
Kowshik Thopalli, Jayaraman J. Thiagarajan, Rushil Anirudh, Pavan Turaga


  Access Paper or Ask Questions

MR-GAN: Manifold Regularized Generative Adversarial Networks

Nov 22, 2018
Qunwei Li, Bhavya Kailkhura, Rushil Anirudh, Yi Zhou, Yingbin Liang, Pramod Varshney

* arXiv admin note: text overlap with arXiv:1706.04156 by other authors 

  Access Paper or Ask Questions

MimicGAN: Corruption-Mimicking for Blind Image Recovery & Adversarial Defense

Nov 20, 2018
Rushil Anirudh, Jayaraman J. Thiagarajan, Bhavya Kailkhura, Timo Bremer


  Access Paper or Ask Questions

Multiple Subspace Alignment Improves Domain Adaptation

Nov 11, 2018
Kowshik Thopalli, Rushil Anirudh, Jayaraman J. Thiagarajan, Pavan Turaga

* under review in ICASSP 2019 

  Access Paper or Ask Questions

Understanding Deep Neural Networks through Input Uncertainties

Nov 01, 2018
Jayaraman J. Thiagarajan, Irene Kim, Rushil Anirudh, Peer-Timo Bremer


  Access Paper or Ask Questions

Unsupervised Dimension Selection using a Blue Noise Spectrum

Oct 31, 2018
Jayaraman J. Thiagarajan, Rushil Anirudh, Rahul Sridhar, Peer-Timo Bremer


  Access Paper or Ask Questions

Bootstrapping Graph Convolutional Neural Networks for Autism Spectrum Disorder Classification

Oct 30, 2018
Rushil Anirudh, Jayaraman J. Thiagarajan


  Access Paper or Ask Questions

Lose The Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion

Jul 11, 2018
Rushil Anirudh, Hyojin Kim, Jayaraman J. Thiagarajan, K. Aditya Mohan, Kyle Champley, Timo Bremer

* Spotlight presentation at CVPR 2018 

  Access Paper or Ask Questions

An Unsupervised Approach to Solving Inverse Problems using Generative Adversarial Networks

Jun 04, 2018
Rushil Anirudh, Jayaraman J. Thiagarajan, Bhavya Kailkhura, Timo Bremer


  Access Paper or Ask Questions

MARGIN: Uncovering Deep Neural Networks using Graph Signal Analysis

Feb 10, 2018
Rushil Anirudh, Jayaraman J. Thiagarajan, Rahul Sridhar, Timo Bremer

* Technical Report 

  Access Paper or Ask Questions

Autism Spectrum Disorder Classification using Graph Kernels on Multidimensional Time Series

Nov 29, 2016
Rushil Anirudh, Jayaraman J. Thiagarajan, Irene Kim, Wolfgang Polonik

* Under review as a conference paper to BHI '17 

  Access Paper or Ask Questions

Diversity Promoting Online Sampling for Streaming Video Summarization

Oct 29, 2016
Rushil Anirudh, Ahnaf Masroor, Pavan Turaga

* Published at ICIP 2016 

  Access Paper or Ask Questions