Mannat Singh
RESEARCH ENGINEER | NEW YORK CITY, UNITED STATES
Mannat is a Research Engineer at Facebook AI Research in New York, focusing on computer vision and deep learning. He previously worked at Bloomberg and Goldman Sachs. He graduated with a Master's from Caltech, USA, and a Bachelor's from IIT Bombay, India.
Research Areas
Mannat's Work
Mannat's Publications
July 29, 2024
COMPUTER VISION
CORE MACHINE LEARNING
Factorizing Text-to-Video Generation by Explicit Image Conditioning
Rohit Girdhar, Mannat Singh, Andrew Brown, Quentin Duval, Samaneh Azadi, Saketh Rambhatla, Mian Akbar Shah, Xi Yin, Devi Parikh, Ishan Misra
July 29, 2024
October 02, 2023
COMPUTER VISION
The effectiveness of MAE pre-pretraining for billion-scale pretraining
Mannat Singh, Quentin Duval, Haoqi Fan, Vaibhav Aggarwal, Aaron Adcock, Piotr Dollar, Christoph Feichtenhofer, Ross Girshick, Rohit Girdhar, Ishan Misra
October 02, 2023
May 09, 2023
COMPUTER VISION
ImageBind: One Embedding Space To Bind Them All
Rohit Girdhar, Alaa El-Nouby, Zhuang Liu, Mannat Singh, Kalyan Vasudev Alwala, Armand Joulin, Ishan Misra
May 09, 2023
July 07, 2022
Omnivore: A Single Model for Many Visual Modalities
Ishan Misra, Armand Joulin, Laurens van der Maaten, Mannat Singh, Nikhila Ravi, Rohit Girdhar
July 07, 2022
December 06, 2021
COMPUTER VISION
Early Convolutions Help Transformers See Better
Tete Xiao, Mannat Singh, Eric Mintun, Trevor Darrell, Piotr Dollar, Ross Girshick
December 06, 2021
Foundational models
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Foundational models
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