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Database Search Results Disambiguation for Task-Oriented Dialog Systems


Dec 15, 2021
Kun Qian, Ahmad Beirami, Satwik Kottur, Shahin Shayandeh, Paul Crook, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar


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DAIR: Data Augmented Invariant Regularization


Oct 21, 2021
Tianjian Huang, Shaunak Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami

* 15 pages 

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Ego4D: Around the World in 3,000 Hours of Egocentric Video


Oct 13, 2021
Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Christian Fuegen, Abrham Gebreselasie, Cristina Gonzalez, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jachym Kolar, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Yunyi Zhu, Pablo Arbelaez, David Crandall, Dima Damen, Giovanni Maria Farinella, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik


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SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations


Apr 18, 2021
Satwik Kottur, Seungwhan Moon, Alborz Geramifard, Babak Damavandi

* 10 pages, 7 figures, 4 tables 

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DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue


Jan 01, 2021
Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur

* 16 pages,11 figures, 3 tables 

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Overview of the Ninth Dialog System Technology Challenge: DSTC9


Nov 12, 2020
Chulaka Gunasekara, Seokhwan Kim, Luis Fernando D'Haro, Abhinav Rastogi, Yun-Nung Chen, Mihail Eric, Behnam Hedayatnia, Karthik Gopalakrishnan, Yang Liu, Chao-Wei Huang, Dilek Hakkani-Tür, Jinchao Li, Qi Zhu, Lingxiao Luo, Lars Liden, Kaili Huang, Shahin Shayandeh, Runze Liang, Baolin Peng, Zheng Zhang, Swadheen Shukla, Minlie Huang, Jianfeng Gao, Shikib Mehri, Yulan Feng, Carla Gordon, Seyed Hossein Alavi, David Traum, Maxine Eskenazi, Ahmad Beirami, Eunjoon, Cho, Paul A. Crook, Ankita De, Alborz Geramifard, Satwik Kottur, Seungwhan Moon, Shivani Poddar, Rajen Subba


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Situated and Interactive Multimodal Conversations


Jun 02, 2020
Seungwhan Moon, Satwik Kottur, Paul A. Crook, Ankita De, Shivani Poddar, Theodore Levin, David Whitney, Daniel Difranco, Ahmad Beirami, Eunjoon Cho, Rajen Subba, Alborz Geramifard

* 12 pages, 5 figures, 9 tables, 3 supplementary pages 

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On Emergent Communication in Competitive Multi-Agent Teams


Mar 04, 2020
Paul Pu Liang, Jeffrey Chen, Ruslan Salakhutdinov, Louis-Philippe Morency, Satwik Kottur

* AAMAS 2020 

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CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog


Mar 07, 2019
Satwik Kottur, José M. F. Moura, Devi Parikh, Dhruv Batra, Marcus Rohrbach

* 13 pages, 11 figures, 3 tables, accepted as short paper at NAACL 2019 

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Visual Coreference Resolution in Visual Dialog using Neural Module Networks


Sep 06, 2018
Satwik Kottur, José M. F. Moura, Devi Parikh, Dhruv Batra, Marcus Rohrbach

* ECCV 2018 + results on VisDial v1.0 dataset 

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Deep Sets


Apr 14, 2018
Manzil Zaheer, Satwik Kottur, Siamak Ravanbakhsh, Barnabas Poczos, Ruslan Salakhutdinov, Alexander Smola

* NIPS 2017 

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Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog


Aug 20, 2017
Satwik Kottur, José M. F. Moura, Stefan Lee, Dhruv Batra

* 9 pages, 7 figures, 2 tables, accepted at EMNLP 2017 as short paper 

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Visual Dialog


Aug 01, 2017
Abhishek Das, Satwik Kottur, Khushi Gupta, Avi Singh, Deshraj Yadav, José M. F. Moura, Devi Parikh, Dhruv Batra

* 23 pages, 18 figures, CVPR 2017 camera-ready, results on VisDial v0.9 dataset, Webpage: http://visualdialog.org 

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Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning


Mar 21, 2017
Abhishek Das, Satwik Kottur, José M. F. Moura, Stefan Lee, Dhruv Batra

* 11 pages, 4 figures, 2 tables, webpage: http://visualdialog.org/ 

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Visual Word2Vec (vis-w2v): Learning Visually Grounded Word Embeddings Using Abstract Scenes


Jun 29, 2016
Satwik Kottur, Ramakrishna Vedantam, José M. F. Moura, Devi Parikh

* 15 pages, 11 figures 

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