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Structured World Belief for Reinforcement Learning in POMDP

Jul 19, 2021
Gautam Singh, Skand Peri, Junghyun Kim, Hyunseok Kim, Sungjin Ahn

* Published in ICML 2021 

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Robustifying Sequential Neural Processes

Jun 29, 2020
Jaesik Yoon, Gautam Singh, Sungjin Ahn

* Accepted in ICML 2020 

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SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition

Feb 18, 2020
Zhixuan Lin, Yi-Fu Wu, Skand Vishwanath Peri, Weihao Sun, Gautam Singh, Fei Deng, Jindong Jiang, Sungjin Ahn

* Accepted in ICLR 2020 

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Fair Transfer of Multiple Style Attributes in Text

Jan 18, 2020
Karan Dabas, Nishtha Madan, Vijay Arya, Sameep Mehta, Gautam Singh, Tanmoy Chakraborty

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Sequential Neural Processes

Jul 14, 2019
Gautam Singh, Jaesik Yoon, Youngsung Son, Sungjin Ahn

* First two authors contributed equally. 27 pages with appendix including experimental details 

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Mining Procedures from Technical Support Documents

May 24, 2018
Abhirut Gupta, Abhay Khosla, Gautam Singh, Gargi Dasgupta

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Generating Clues for Gender based Occupation De-biasing in Text

Apr 11, 2018
Nishtha Madaan, Gautam Singh, Sameep Mehta, Aditya Chetan, Brihi Joshi

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Cross-Lingual Predicate Mapping Between Linked Data Ontologies

Dec 06, 2016
Gautam Singh, Saemi Jang, Mun Y. Yi

* 11 pages, 1 figure, 1 table 

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