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
Negative Data Augmentation

Feb 09, 2021
Abhishek Sinha, Kumar Ayush, Jiaming Song, Burak Uzkent, Hongxia Jin, Stefano Ermon

* Accepted at ICLR 2021 

  Access Paper or Ask Questions

Online Caching with Optimal Switching Regret

Jan 18, 2021
Samrat Mukhopadhyay, Abhishek Sinha

* 11 pages, 3 figures, to be submitted to ISIT, 2021 

  Access Paper or Ask Questions

Caching in Networks without Regret

Sep 17, 2020
Debjit Paria, Krishnakumar, Abhishek Sinha

* This is version 1 of the article analyzing the theoretical aspects of the problem. The article will be updated soon with numerical results on real traces 

  Access Paper or Ask Questions

On the Benefits of Models with Perceptually-Aligned Gradients

May 04, 2020
Gunjan Aggarwal, Abhishek Sinha, Nupur Kumari, Mayank Singh

* Accepted at ICLR 2020 Workshop: Towards Trustworthy ML 

  Access Paper or Ask Questions

Inducing Cooperative behaviour in Sequential-Social dilemmas through Multi-Agent Reinforcement Learning using Status-Quo Loss

Feb 13, 2020
Pinkesh Badjatiya, Mausoom Sarkar, Abhishek Sinha, Siddharth Singh, Nikaash Puri, Jayakumar Subramanian, Balaji Krishnamurthy


  Access Paper or Ask Questions

Inducing Cooperation in Multi-Agent Games Through Status-Quo Loss

Jan 15, 2020
Pinkesh Badjatiya, Mausoom Sarkar, Abhishek Sinha, Siddharth Singh, Nikaash Puri, Balaji Krishnamurthy


  Access Paper or Ask Questions

On the Benefits of Attributional Robustness

Dec 10, 2019
Mayank Singh, Nupur Kumari, Puneet Mangla, Abhishek Sinha, Vineeth N Balasubramanian, Balaji Krishnamurthy


  Access Paper or Ask Questions

cFineGAN: Unsupervised multi-conditional fine-grained image generation

Dec 06, 2019
Gunjan Aggarwal, Abhishek Sinha

* Accepted at NeurIPS Workshop on Machine Learning for Creativity and Design 3.0 

  Access Paper or Ask Questions

A Method for Computing Class-wise Universal Adversarial Perturbations

Dec 01, 2019
Tejus Gupta, Abhishek Sinha, Nupur Kumari, Mayank Singh, Balaji Krishnamurthy


  Access Paper or Ask Questions

Intrusion Detection using Sequential Hybrid Model

Oct 29, 2019
Aditya Pandey, Abhishek Sinha, Aishwarya PS


  Access Paper or Ask Questions

Charting the Right Manifold: Manifold Mixup for Few-shot Learning

Aug 07, 2019
Puneet Mangla, Mayank Singh, Abhishek Sinha, Nupur Kumari, Vineeth N Balasubramanian, Balaji Krishnamurthy


  Access Paper or Ask Questions

Harnessing the Vulnerability of Latent Layers in Adversarially Trained Models

May 13, 2019
Abhishek Sinha, Mayank Singh, Nupur Kumari, Balaji Krishnamurthy, Harshitha Machiraju, V N Balasubramanian

* Accepted at IJCAI 2019 

  Access Paper or Ask Questions

Attention Based Natural Language Grounding by Navigating Virtual Environment

Apr 23, 2018
Abhishek Sinha, Akilesh B, Mausoom Sarkar, Balaji Krishnamurthy


  Access Paper or Ask Questions

Neural Networks in Adversarial Setting and Ill-Conditioned Weight Space

Jan 03, 2018
Mayank Singh, Abhishek Sinha, Balaji Krishnamurthy


  Access Paper or Ask Questions

Intelligent Fault Analysis in Electrical Power Grids

Nov 08, 2017
Biswarup Bhattacharya, Abhishek Sinha

* In proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence (ICTAI) 2017 (full paper); 6 pages; 13 figures 

  Access Paper or Ask Questions

Deep Fault Analysis and Subset Selection in Solar Power Grids

Nov 08, 2017
Biswarup Bhattacharya, Abhishek Sinha

* Presented at NIPS 2017 Workshop on Machine Learning for the Developing World 

  Access Paper or Ask Questions

Intelligent Subset Selection of Power Generators for Economic Dispatch

Sep 08, 2017
Biswarup Bhattacharya, Abhishek Sinha

* 6 pages, 6 figures 

  Access Paper or Ask Questions