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Information-theoretic Evolution of Model Agnostic Global Explanations


May 14, 2021
Sukriti Verma, Nikaash Puri, Piyush Gupta, Balaji Krishnamurthy


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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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TAN-NTM: Topic Attention Networks for Neural Topic Modeling


Dec 02, 2020
Madhur Panwar, Shashank Shailabh, Milan Aggarwal, Balaji Krishnamurthy

* 9 Pages (including references), 2 figures, 7 tables 

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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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Unsupervised Hierarchical Concept Learning


Oct 06, 2020
Sumegh Roychowdhury, Sumedh A. Sontakke, Nikaash Puri, Mausoom Sarkar, Milan Aggarwal, Pinkesh Badjatiya, Balaji Krishnamurthy, Laurent Itti


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TRACE: Transform Aggregate and Compose Visiolinguistic Representations for Image Search with Text Feedback


Sep 03, 2020
Surgan Jandial, Ayush Chopra, Pinkesh Badjatiya, Pranit Chawla, Mausoom Sarkar, Balaji Krishnamurthy

* Surgan Jandial, Ayush Chopra and Pinkesh Badjatiya contributed equally to this work 

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Retrospective Loss: Looking Back to Improve Training of Deep Neural Networks


Jun 24, 2020
Surgan Jandial, Ayush Chopra, Mausoom Sarkar, Piyush Gupta, Balaji Krishnamurthy, Vineeth Balasubramanian

* Accepted at KDD 2020; The first two authors contributed equally 

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SimPropNet: Improved Similarity Propagation for Few-shot Image Segmentation


May 02, 2020
Siddhartha Gairola, Mayur Hemani, Ayush Chopra, Balaji Krishnamurthy

* An updated version of this work was accepted at IJCAI 2020 

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Exploring Neural Models for Parsing Natural Language into First-Order Logic


Feb 16, 2020
Hrituraj Singh, Milan Aggrawal, Balaji Krishnamurthy

* 11 Pages, 2 Figures 

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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


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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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SieveNet: A Unified Framework for Robust Image-Based Virtual Try-On


Jan 17, 2020
Surgan Jandial, Ayush Chopra, Kumar Ayush, Mayur Hemani, Abhijeet Kumar, Balaji Krishnamurthy

* Accepted at IEEE WACV 2020 

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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


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Explain Your Move: Understanding Agent Actions Using Focused Feature Saliency


Dec 31, 2019
Piyush Gupta, Nikaash Puri, Sukriti Verma, Dhruv Kayastha, Shripad Deshmukh, Balaji Krishnamurthy, Sameer Singh

* Accepted at the International Conference on Learning Representations (ICLR) 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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Document Structure Extraction for Forms using Very High Resolution Semantic Segmentation


Nov 27, 2019
Mausoom Sarkar, Milan Aggarwal, Arneh Jain, Hiresh Gupta, Balaji Krishnamurthy

* 11 pages, 4 figures 

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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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Improving Search through A3C Reinforcement Learning based Conversational Agent


Aug 19, 2018
Milan Aggarwal, Aarushi Arora, Shagun Sodhani, Balaji Krishnamurthy

* 17 pages, 7 figures 

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MAGIX: Model Agnostic Globally Interpretable Explanations


Jun 15, 2018
Nikaash Puri, Piyush Gupta, Pratiksha Agarwal, Sukriti Verma, Balaji Krishnamurthy


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Attention Based Natural Language Grounding by Navigating Virtual Environment


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


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Neural Networks in Adversarial Setting and Ill-Conditioned Weight Space


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


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