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Data Instance Prior for Transfer Learning in GANs

Dec 08, 2020
Puneet Mangla, Nupur Kumari, Mayank Singh, Vineeth N Balasubramanian, Balaji Krishnamurthy


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LT-GAN: Self-Supervised GAN with Latent Transformation Detection

Oct 19, 2020
Parth Patel, Nupur Kumari, Mayank Singh, Balaji Krishnamurthy

* Accepted at WACV2021 

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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 

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ShapeVis: High-dimensional Data Visualization at Scale

Jan 21, 2020
Nupur Kumari, Siddarth R., Akash Rupela, Piyush Gupta, Balaji Krishnamurthy

* Accepted at WWW 2020 

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On the Benefits of Attributional Robustness

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


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A Method for Computing Class-wise Universal Adversarial Perturbations

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


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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


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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 

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ReDecode Framework for Iterative Improvement in Paraphrase Generation

Nov 11, 2018
Milan Aggarwal, Nupur Kumari, Ayush Bansal, Balaji Krishnamurthy

* 8 pages, 3 figures 

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