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
Mian Akbar Shah, Devi Parikh, Samaneh Azadi, Andrew Brown, Ishan Misra, Mannat Singh, Quentin Duval, Rohit Girdhar, Saketh Rambhatla, Xi Yin
July 29, 2024
October 02, 2023
COMPUTER VISION
The effectiveness of MAE pre-pretraining for billion-scale pretraining
Mannat Singh, Aaron Adcock, Christoph Feichtenhofer, Haoqi Fan, Ishan Misra, Piotr Dollar, Quentin Duval, Rohit Girdhar, Ross Girshick, Vaibhav Aggarwal
October 02, 2023
May 09, 2023
COMPUTER VISION
ImageBind: One Embedding Space To Bind Them All
Ishan Misra, Alaa El-Nouby, Armand Joulin, Kalyan Vasudev Alwala, Mannat Singh, Rohit Girdhar, Zhuang Liu
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
Eric Mintun, Trevor Darrell, Ross Girshick, Mannat Singh, Piotr Dollar, Tete Xiao
December 06, 2021
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