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RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems

Mar 14, 2021
Martin Mladenov, Chih-Wei Hsu, Vihan Jain, Eugene Ie, Christopher Colby, Nicolas Mayoraz, Hubert Pham, Dustin Tran, Ivan Vendrov, Craig Boutilier

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On the Evaluation of Vision-and-Language Navigation Instructions

Jan 26, 2021
Ming Zhao, Peter Anderson, Vihan Jain, Su Wang, Alexander Ku, Jason Baldridge, Eugene Ie

* Accepted to EACL 2021 

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A Hierarchical Multi-Modal Encoder for Moment Localization in Video Corpus

Nov 24, 2020
Bowen Zhang, Hexiang Hu, Joonseok Lee, Ming Zhao, Sheide Chammas, Vihan Jain, Eugene Ie, Fei Sha

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Learning to Represent Image and Text with Denotation Graph

Oct 06, 2020
Bowen Zhang, Hexiang Hu, Vihan Jain, Eugene Ie, Fei Sha

* to appear at EMNLP 2020 

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BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps

Jun 14, 2020
Wang Zhu, Hexiang Hu, Jiacheng Chen, Zhiwei Deng, Vihan Jain, Eugene Ie, Fei Sha

* Accepted by ACL 2020 

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Environment-agnostic Multitask Learning for Natural Language Grounded Navigation

Mar 12, 2020
Xin Wang, Vihan Jain, Eugene Ie, William Yang Wang, Zornitsa Kozareva, Sujith Ravi

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VALAN: Vision and Language Agent Navigation

Dec 06, 2019
Larry Lansing, Vihan Jain, Harsh Mehta, Haoshuo Huang, Eugene Ie

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RecSim: A Configurable Simulation Platform for Recommender Systems

Sep 26, 2019
Eugene Ie, Chih-wei Hsu, Martin Mladenov, Vihan Jain, Sanmit Narvekar, Jing Wang, Rui Wu, Craig Boutilier

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Transferable Representation Learning in Vision-and-Language Navigation

Aug 12, 2019
Haoshuo Huang, Vihan Jain, Harsh Mehta, Alexander Ku, Gabriel Magalhaes, Jason Baldridge, Eugene Ie

* To appear in ICCV 2019 

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Effective and General Evaluation for Instruction Conditioned Navigation using Dynamic Time Warping

Jul 11, 2019
Gabriel Magalhaes, Vihan Jain, Alexander Ku, Eugene Ie, Jason Baldridge

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Stay on the Path: Instruction Fidelity in Vision-and-Language Navigation

Jun 04, 2019
Vihan Jain, Gabriel Magalhaes, Alexander Ku, Ashish Vaswani, Eugene Ie, Jason Baldridge

* Accepted at ACL 2019 as long paper 

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Reinforcement Learning for Slate-based Recommender Systems: A Tractable Decomposition and Practical Methodology

May 31, 2019
Eugene Ie, Vihan Jain, Jing Wang, Sanmit Narvekar, Ritesh Agarwal, Rui Wu, Heng-Tze Cheng, Morgane Lustman, Vince Gatto, Paul Covington, Jim McFadden, Tushar Chandra, Craig Boutilier

* Short version to appear IJCAI-2019 

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Multi-modal Discriminative Model for Vision-and-Language Navigation

May 31, 2019
Haoshuo Huang, Vihan Jain, Harsh Mehta, Jason Baldridge, Eugene Ie

* Accepted at SpLU-RoboNLP 2019 (workshop at NAACL) 

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Wide & Deep Learning for Recommender Systems

Jun 24, 2016
Heng-Tze Cheng, Levent Koc, Jeremiah Harmsen, Tal Shaked, Tushar Chandra, Hrishi Aradhye, Glen Anderson, Greg Corrado, Wei Chai, Mustafa Ispir, Rohan Anil, Zakaria Haque, Lichan Hong, Vihan Jain, Xiaobing Liu, Hemal Shah

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