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GAMA: Generative Adversarial Multi-Object Scene Attacks


Sep 20, 2022
Abhishek Aich, Calvin Khang-Ta, Akash Gupta, Chengyu Song, Srikanth V. Krishnamurthy, M. Salman Asif, Amit K. Roy-Chowdhury

* Accepted at NeurIPS 2022; First two authors contributed equally; Includes Supplementary Material 

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UltraMNIST Classification: A Benchmark to Train CNNs for Very Large Images


Jun 25, 2022
Deepak K. Gupta, Udbhav Bamba, Abhishek Thakur, Akash Gupta, Suraj Sharan, Ertugrul Demir, Dilip K. Prasad


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Poisson2Sparse: Self-Supervised Poisson Denoising From a Single Image


Jun 04, 2022
Calvin-Khang Ta, Abhishek Aich, Akash Gupta, Amit K. Roy-Chowdhury


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A-ACT: Action Anticipation through Cycle Transformations


Apr 02, 2022
Akash Gupta, Jingen Liu, Liefeng Bo, Amit K. Roy-Chowdhury, Tao Mei


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Classification of histopathology images using ConvNets to detect Lupus Nephritis


Dec 14, 2021
Akash Gupta, Anirudh Reddy, CV Jawahar, PK Vinod

* Accepted in the 2021 Medical Imaging meets NeurIPS Workshop 

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APObind: A Dataset of Ligand Unbound Protein Conformations for Machine Learning Applications in De Novo Drug Design


Aug 25, 2021
Rishal Aggarwal, Akash Gupta, U Deva Priyakumar

* Accepted in The 2021 ICML Workshop on Computational Biology 

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Ada-VSR: Adaptive Video Super-Resolution with Meta-Learning


Aug 05, 2021
Akash Gupta, Padmaja Jonnalagedda, Bir Bhanu, Amit K. Roy-Chowdhury


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Deep Quantized Representation for Enhanced Reconstruction


Jul 29, 2021
Akash Gupta, Abhishek Aich, Kevin Rodriguez, G. Venugopala Reddy, Amit K. Roy-Chowdhury

* Accepted to ISBI Workshop, 2020 

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Optimal Sepsis Patient Treatment using Human-in-the-loop Artificial Intelligence


Sep 16, 2020
Akash Gupta, Michael T. Lash, Senthil K. Nachimuthu


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