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SAPNet: Segmentation-Aware Progressive Network for Perceptual Contrastive Deraining


Nov 26, 2021
Shen Zheng, Changjie Lu, Yuxiong Wu, Gaurav Gupta

* Accepted by WACV2022 

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Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement


Oct 17, 2021
Shen Zheng, Gaurav Gupta


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Multiwavelet-based Operator Learning for Differential Equations


Oct 10, 2021
Gaurav Gupta, Xiongye Xiao, Paul Bogdan

* 31 pages, 9 figures 

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Non-Markovian Reinforcement Learning using Fractional Dynamics


Jul 29, 2021
Gaurav Gupta, Chenzhong Yin, Jyotirmoy V. Deshmukh, Paul Bogdan

* 14 pages, 3 figures, CDC2021 

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IRLI: Iterative Re-partitioning for Learning to Index


Mar 17, 2021
Gaurav Gupta, Tharun Medini, Anshumali Shrivastava, Alexander J Smola

* 12 pages 

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STORM: Foundations of End-to-End Empirical Risk Minimization on the Edge


Jun 25, 2020
Benjamin Coleman, Gaurav Gupta, John Chen, Anshumali Shrivastava


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Learning in Confusion: Batch Active Learning with Noisy Oracle


Sep 27, 2019
Gaurav Gupta, Anit Kumar Sahu, Wan-Yi Lin


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Learning Latent Fractional dynamics with Unknown Unknowns


Nov 02, 2018
Gaurav Gupta, Sergio Pequito, Paul Bogdan


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Data-driven Perception of Neuron Point Process with Unknown Unknowns


Nov 02, 2018
Ruochen Yang, Gaurav Gupta, Paul Bogdan


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Anonymizing k-Facial Attributes via Adversarial Perturbations


Sep 28, 2018
Saheb Chhabra, Richa Singh, Mayank Vatsa, Gaurav Gupta

* Published in IJCAI-2018 

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Dealing with Unknown Unknowns: Identification and Selection of Minimal Sensing for Fractional Dynamics with Unknown Inputs


Sep 13, 2018
Gaurav Gupta, Sergio Pequito, Paul Bogdan

* 7 pages, 4 figures, ACC-18 

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Approximate Submodular Functions and Performance Guarantees


Jun 17, 2018
Gaurav Gupta, Sergio Pequito, Paul Bogdan

* 23 pages, 8 figures, submitted to journal 

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Passive Classification of Source Printer using Text-line-level Geometric Distortion Signatures from Scanned Images of Printed Documents


Jun 20, 2017
Hardik Jain, Gaurav Gupta, Sharad Joshi, Nitin Khanna

* 20 pages 

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