Facebook AI

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Publication

October 01, 2021

COMPUTER VISION

CONVERSATIONAL AI

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

A video-grounded dialogue system is required to understand both dialogue, which contains semantic dependencies from turn to turn …

Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beiram, Alborz Geramifard, Satwik Kottur

October 01, 2021

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Deepak Gopinath

Pittsburgh, United States

Deepak is a research engineer working broadly on Creative AI at FAIR Pittsburgh, focusing on human motion modeling. In the past, he has worked on language technology, specifically machine translation and speech translation.…

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COMPUTER VISION

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Ramakrishna Vedantam

New York City, United States

Ramakrishna Vedantam wants to build machine learning systems that mimic human capabilities for reasoning, compositional generalization, and concept learning. In terms of…

Research Area:

THEORY

NLP

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Raj Prateek Kosaraju

Menlo Park, United States

Raj is a Research Engineer at Facebook AI Research, focusing on representation learning, computer vision, and deep learning. Previously at Facebook, he worked on improving Ads by leveraging machine learning to…

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COMPUTER VISION

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Qiantong Xu

Menlo Park, United States

Qiantong is a Research Engineer at Facebook AI Research (FAIR), focusing on acoustic modeling and language modeling in end-to-end speech recognition. He earned a B.S. in artificial intelligence from Peking University, and an M.S. in computer…

Research Area:

NLP

SPEECH & AUDIO

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Pushkar Mishra

London, United Kingdom

Pushkar Mishra is a researcher at Facebook AI. His research interests include Natural Language Processing, Machine Learning, and Deep Learning on graphs.

Research Area:

NLP

SPEECH & AUDIO

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Patrick Lewis

London, United Kingdom

Patrick is a London-based Natural Language Processing PhD student, splitting his time between Facebook AI Research (FAIR) and University College London…

Research Area:

NLP

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Pascal Vincent

Montreal, Canada

Pascal Vincent is a Research Scientist at Facebook AI Research (FAIR) in Montreal, as well as an Associate Professor in the Department of Computer Science and Operations Research at Université de Montréal, a founding member of the Montreal Institute for Learning Algorithms (MILA) and Associate Fellow in the Canadian Institute for Advanced Research…

Research Area:

NLP

SPEECH & AUDIO

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Han Fang

Seattle, United States

Han Fang is a Research Scientist Manager at Facebook AI, with a main focus on AI integrity - develop AI technologies to make the online community a safer place. …

Research Area:

RANKING & RECOMMENDATIONS

HUMAN & MACHINE INTELLIGENCE

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Roberto Calandra

Menlo Park, United States

Roberto is a Research Scientist working at the conjunction between robotics and machine learning. Prior to that, he was a postdoctoral scholar at UC Berkeley in the Berkeley Artificial Intelligence Research Laboratory. Roberto received a Ph.D.…

Research Area:

ROBOTICS

HUMAN & MACHINE INTELLIGENCE

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Rohit Girdhar

New York City, United States

Rohit is a research scientist at Facebook AI Research (FAIR) working on computer vision and machine learning. His current research focuses on modeling temporal dynamics, with applications including video understanding and physical reasoning. He earned his PhD from Carnegie Mellon University, where he studied learning based methods to understand people in images and videos.