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AttentionLite: Towards Efficient Self-Attention Models for Vision

Dec 21, 2020
Souvik Kundu, Sairam Sundaresan

* 5 pages, 3 figures, 2 tables 

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Attention-based Image Upsampling

Dec 17, 2020
Souvik Kundu, Hesham Mostafa, Sharath Nittur Sridhar, Sairam Sundaresan

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RotNet: Fast and Scalable Estimation of Stellar Rotation Periods Using Convolutional Neural Networks

Dec 04, 2020
J. Emmanuel Johnson, Sairam Sundaresan, Tansu Daylan, Lisseth Gavilan, Daniel K. Giles, Stela Ishitani Silva, Anna Jungbluth, Brett Morris, Andrés Muñoz-Jaramillo

* Accepted for the Machine Learning and the Physical Sciences Workshop, NeurIPS 2020 

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Logic2Text: High-Fidelity Natural Language Generation from Logical Forms

Apr 30, 2020
Zhiyu Chen, Wenhu Chen, Hanwen Zha, Xiyou Zhou, Yunkai Zhang, Sairam Sundaresan, William Yang Wang

* 9 pages, 6 figures 

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Compact Scene Graphs for Layout Composition and Patch Retrieval

Apr 19, 2019
Subarna Tripathi, Sharath Nittur Sridhar, Sairam Sundaresan, Hanlin Tang

* To appear in CVPRW 2019 (CEFRL) 

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