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Measuring Compositional Consistency for Video Question Answering


Apr 14, 2022
Mona Gandhi, Mustafa Omer Gul, Eva Prakash, Madeleine Grunde-McLaughlin, Ranjay Krishna, Maneesh Agrawala

* Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022 
* To appear in CVPR 2022. 23 pages, 12 figures and 12 tables 

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AGQA 2.0: An Updated Benchmark for Compositional Spatio-Temporal Reasoning


Apr 12, 2022
Madeleine Grunde-McLaughlin, Ranjay Krishna, Maneesh Agrawala

* 7 pages, 2 figures, 7 tables, update to AGQA arXiv:2103.16002 

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Visual Intelligence through Human Interaction


Nov 12, 2021
Ranjay Krishna, Mitchell Gordon, Li Fei-Fei, Michael Bernstein

* This is a preprint of the following chapter: Ranjay Krishna, Mitchell Gordon, Li Fei-Fei, Michael Bernstein, Visual Intelligence through Human Interaction, published in Artificial Intelligence for Human Computer Interaction: A Modern Approach, edited by Yang Li and Otmar Hilliges, 2021, Springer reproduced with permission of Springer Nature. arXiv admin note: substantial text overlap with arXiv:1602.04506, arXiv:1904.01121 

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On the Opportunities and Risks of Foundation Models


Aug 18, 2021
Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, Russ Altman, Simran Arora, Sydney von Arx, Michael S. Bernstein, Jeannette Bohg, Antoine Bosselut, Emma Brunskill, Erik Brynjolfsson, Shyamal Buch, Dallas Card, Rodrigo Castellon, Niladri Chatterji, Annie Chen, Kathleen Creel, Jared Quincy Davis, Dora Demszky, Chris Donahue, Moussa Doumbouya, Esin Durmus, Stefano Ermon, John Etchemendy, Kawin Ethayarajh, Li Fei-Fei, Chelsea Finn, Trevor Gale, Lauren Gillespie, Karan Goel, Noah Goodman, Shelby Grossman, Neel Guha, Tatsunori Hashimoto, Peter Henderson, John Hewitt, Daniel E. Ho, Jenny Hong, Kyle Hsu, Jing Huang, Thomas Icard, Saahil Jain, Dan Jurafsky, Pratyusha Kalluri, Siddharth Karamcheti, Geoff Keeling, Fereshte Khani, Omar Khattab, Pang Wei Kohd, Mark Krass, Ranjay Krishna, Rohith Kuditipudi, Ananya Kumar, Faisal Ladhak, Mina Lee, Tony Lee, Jure Leskovec, Isabelle Levent, Xiang Lisa Li, Xuechen Li, Tengyu Ma, Ali Malik, Christopher D. Manning, Suvir Mirchandani, Eric Mitchell, Zanele Munyikwa, Suraj Nair, Avanika Narayan, Deepak Narayanan, Ben Newman, Allen Nie, Juan Carlos Niebles, Hamed Nilforoshan, Julian Nyarko, Giray Ogut, Laurel Orr, Isabel Papadimitriou, Joon Sung Park, Chris Piech, Eva Portelance, Christopher Potts, Aditi Raghunathan, Rob Reich, Hongyu Ren, Frieda Rong, Yusuf Roohani, Camilo Ruiz, Jack Ryan, Christopher Ré, Dorsa Sadigh, Shiori Sagawa, Keshav Santhanam, Andy Shih, Krishnan Srinivasan, Alex Tamkin, Rohan Taori, Armin W. Thomas, Florian Tramèr, Rose E. Wang, William Wang, Bohan Wu, Jiajun Wu, Yuhuai Wu, Sang Michael Xie, Michihiro Yasunaga, Jiaxuan You, Matei Zaharia, Michael Zhang, Tianyi Zhang, Xikun Zhang, Yuhui Zhang, Lucia Zheng, Kaitlyn Zhou, Percy Liang

* Authored by the Center for Research on Foundation Models (CRFM) at the Stanford Institute for Human-Centered Artificial Intelligence (HAI) 

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Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering


Jul 06, 2021
Siddharth Karamcheti, Ranjay Krishna, Li Fei-Fei, Christopher D. Manning

* Accepted at ACL-IJCNLP 2021. 17 pages, 16 Figures 

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AGQA: A Benchmark for Compositional Spatio-Temporal Reasoning


Mar 30, 2021
Madeleine Grunde-McLaughlin, Ranjay Krishna, Maneesh Agrawala

* 8 pages, 15 pages supplementary, 12 figures. To be published in CVPR 2021 

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Determining Question-Answer Plausibility in Crowdsourced Datasets Using Multi-Task Learning


Nov 10, 2020
Rachel Gardner, Maya Varma, Clare Zhu, Ranjay Krishna

* Published at the 6th Workshop on Noisy User-generated Text (W-NUT) 2020 at EMNLP (6 pages, 4 figures) 

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Conceptual Metaphors Impact Perceptions of Human-AI Collaboration


Aug 05, 2020
Pranav Khadpe, Ranjay Krishna, Li Fei-Fei, Jeffrey Hancock, Michael Bernstein

* PACM HCI Volume 4 CSCW 2, 2020 
* CSCW 2020 

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Action Genome: Actions as Composition of Spatio-temporal Scene Graphs


Dec 15, 2019
Jingwei Ji, Ranjay Krishna, Li Fei-Fei, Juan Carlos Niebles


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