Mannat Singh

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 18

Top Topics

Visual Perception

Weakly Supervised

Embedding Space

Semantic Labels

Top Venues

Publications

Rohit Girdhar, Mannat Singh, Andrew Brown, Quentin Duval, Samaneh Azadi, Sai Saketh Rambhatla, Akbar Shah, Xi Yin, Devi Parikh, Ishan Misra
Emu Video: Factorizing Text-to-Video Generation by Explicit Image Conditioning. CoRR (2023)
Rohit Girdhar, Alaaeldin El-Nouby, Mannat Singh, Kalyan Vasudev Alwala, Armand Joulin, Ishan Misra
OmniMAE: Single Model Masked Pretraining on Images and Videos. CVPR (2023)
Rohit Girdhar, Alaaeldin El-Nouby, Zhuang Liu, Mannat Singh, Kalyan Vasudev Alwala, Armand Joulin, Ishan Misra
ImageBind: One Embedding Space To Bind Them All. CoRR (2023)
Mannat Singh, Quentin Duval, Kalyan Vasudev Alwala, Haoqi Fan, Vaibhav Aggarwal, Aaron Adcock, Armand Joulin, Piotr Dollár, Christoph Feichtenhofer, Ross B. Girshick, Rohit Girdhar, Ishan Misra
The effectiveness of MAE pre-pretraining for billion-scale pretraining. CoRR (2023)
Mannat Singh, Quentin Duval, Kalyan Vasudev Alwala, Haoqi Fan, Vaibhav Aggarwal, Aaron Adcock, Armand Joulin, Piotr Dollár, Christoph Feichtenhofer, Ross B. Girshick, Rohit Girdhar, Ishan Misra
The effectiveness of MAE pre-pretraining for billion-scale pretraining. ICCV (2023)
Rohit Girdhar, Alaaeldin El-Nouby, Zhuang Liu, Mannat Singh, Kalyan Vasudev Alwala, Armand Joulin, Ishan Misra
ImageBind One Embedding Space to Bind Them All. CVPR (2023)
Mannat Singh, Laura Gustafson, Aaron Adcock, Vinicius de Freitas Reis, Bugra Gedik, Raj Prateek Kosaraju, Dhruv Mahajan, Ross B. Girshick, Piotr Dollár, Laurens van der Maaten
Revisiting Weakly Supervised Pre-Training of Visual Perception Models. CoRR (2022)
Mannat Singh, Laura Gustafson, Aaron Adcock, Vinicius de Freitas Reis, Bugra Gedik, Raj Prateek Kosaraju, Dhruv Mahajan, Ross B. Girshick, Piotr Dollár, Laurens van der Maaten
Revisiting Weakly Supervised Pre-Training of Visual Perception Models. CVPR (2022)
Rohit Girdhar, Mannat Singh, Nikhila Ravi, Laurens van der Maaten, Armand Joulin, Ishan Misra
Omnivore: A Single Model for Many Visual Modalities. CVPR (2022)
Rohit Girdhar, Mannat Singh, Nikhila Ravi, Laurens van der Maaten, Armand Joulin, Ishan Misra
Omnivore: A Single Model for Many Visual Modalities. CoRR (2022)
Rohit Girdhar, Alaaeldin El-Nouby, Mannat Singh, Kalyan Vasudev Alwala, Armand Joulin, Ishan Misra
OmniMAE: Single Model Masked Pretraining on Images and Videos. CoRR (2022)
Tete Xiao, Mannat Singh, Eric Mintun, Trevor Darrell, Piotr Dollár, Ross B. Girshick
Early Convolutions Help Transformers See Better. NeurIPS (2021)
Priya Goyal, Mathilde Caron, Benjamin Lefaudeux, Min Xu, Pengchao Wang, Vivek Pai, Mannat Singh, Vitaliy Liptchinsky, Ishan Misra, Armand Joulin, Piotr Bojanowski
Self-supervised Pretraining of Visual Features in the Wild. CoRR (2021)
Tete Xiao, Mannat Singh, Eric Mintun, Trevor Darrell, Piotr Dollár, Ross B. Girshick
Early Convolutions Help Transformers See Better. CoRR (2021)
Aishwarya Kamath, Mannat Singh, Yann LeCun, Ishan Misra, Gabriel Synnaeve, Nicolas Carion
MDETR - Modulated Detection for End-to-End Multi-Modal Understanding. CoRR (2021)
Piotr Dollár, Mannat Singh, Ross B. Girshick
Fast and Accurate Model Scaling. CoRR (2021)
Aishwarya Kamath, Mannat Singh, Yann LeCun, Gabriel Synnaeve, Ishan Misra, Nicolas Carion
MDETR - Modulated Detection for End-to-End Multi-Modal Understanding. ICCV (2021)
Piotr Dollár, Mannat Singh, Ross B. Girshick
Fast and Accurate Model Scaling. CVPR (2021)
Mannat Singh, Prasanna Chaporkar
An efficient and decentralised user association scheme for multiple technology networks. WiOpt (2013)