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Negative Data Augmentation


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

* Accepted at ICLR 2021 

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Efficient Conditional Pre-training for Transfer Learning


Dec 10, 2020
Shuvam Chakraborty, Burak Uzkent, Kumar Ayush, Kumar Tanmay, Evan Sheehan, Stefano Ermon


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Geography-Aware Self-Supervised Learning


Dec 02, 2020
Kumar Ayush, Burak Uzkent, Chenlin Meng, Kumar Tanmay, Marshall Burke, David Lobell, Stefano Ermon


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Efficient Poverty Mapping using Deep Reinforcement Learning


Jun 07, 2020
Kumar Ayush, Burak Uzkent, Marshall Burke, David Lobell, Stefano Ermon


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Generating Interpretable Poverty Maps using Object Detection in Satellite Images


Feb 18, 2020
Kumar Ayush, Burak Uzkent, Marshall Burke, David Lobell, Stefano Ermon


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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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DeepFix: A Fully Convolutional Neural Network for predicting Human Eye Fixations


Oct 10, 2015
Srinivas S. S. Kruthiventi, Kumar Ayush, R. Venkatesh Babu


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