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SelfDoc: Self-Supervised Document Representation Learning

Jun 07, 2021
Peizhao Li, Jiuxiang Gu, Jason Kuen, Vlad I. Morariu, Handong Zhao, Rajiv Jain, Varun Manjunatha, Hongfu Liu

* To appear in CVPR'2021 

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TABBIE: Pretrained Representations of Tabular Data

May 06, 2021
Hiroshi Iida, Dung Thai, Varun Manjunatha, Mohit Iyyer

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RPCL: A Framework for Improving Cross-Domain Detection with Auxiliary Tasks

Apr 18, 2021
Kai Li, Curtis Wigington, Chris Tensmeyer, Vlad I. Morariu, Handong Zhao, Varun Manjunatha, Nikolaos Barmpalios, Yun Fu

* 10 pages, 5 figures 

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IGA : An Intent-Guided Authoring Assistant

Apr 14, 2021
Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer

* 13 pages 

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Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models

Mar 18, 2021
Mengnan Du, Varun Manjunatha, Rajiv Jain, Ruchi Deshpande, Franck Dernoncourt, Jiuxiang Gu, Tong Sun, Xia Hu

* Accepted by NAACL 2021 

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Black-box Explanation of Object Detectors via Saliency Maps

Jun 05, 2020
Vitali Petsiuk, Rajiv Jain, Varun Manjunatha, Vlad I. Morariu, Ashutosh Mehra, Vicente Ordonez, Kate Saenko

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Cross-Domain Document Object Detection: Benchmark Suite and Method

Mar 30, 2020
Kai Li, Curtis Wigington, Chris Tensmeyer, Handong Zhao, Nikolaos Barmpalios, Vlad I. Morariu, Varun Manjunatha, Tong Sun, Yun Fu

* To appear in CVPR 2020 

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Explicit Bias Discovery in Visual Question Answering Models

Nov 19, 2018
Varun Manjunatha, Nirat Saini, Larry S. Davis

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Learning to Color from Language

Apr 17, 2018
Varun Manjunatha, Mohit Iyyer, Jordan Boyd-Graber, Larry Davis

* North American Chapter of the Association for Computational Linguistics (NAACL), 2018 
* 6 pages 

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Class Subset Selection for Transfer Learning using Submodularity

Mar 30, 2018
Varun Manjunatha, Srikumar Ramalingam, Tim K. Marks, Larry Davis

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The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives

May 07, 2017
Mohit Iyyer, Varun Manjunatha, Anupam Guha, Yogarshi Vyas, Jordan Boyd-Graber, Hal Daumé III, Larry Davis

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SHOE: Supervised Hashing with Output Embeddings

Jan 30, 2015
Sravanthi Bondugula, Varun Manjunatha, Larry S. Davis, David Doermann

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