Mannat Singh

MDETR - Modulated Detection for End-to-End Multi-Modal Understanding

Aishwarya Kamath, Mannat Singh, Yann LeCun et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 626 citations

Engineering, Machine Learning, Object Detector +23

ImageBind One Embedding Space to Bind Them All

Rohit Girdhar, Alaaeldin El-Nouby, Zhuang Liu et al. · 2023 · 617 citations

Early Convolutions Help Transformers See Better

Tete Xiao, Mannat Singh, Eric Mintun et al. · arXiv (Cornell University) · 2021 · 352 citations · Full text

Early Vision, Convolutional Neural Network, Machine Vision +15

Omnivore: A Single Model for Many Visual Modalities

Rohit Girdhar, Mannat Singh, Nikhila Ravi et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 174 citations

Self-supervised Pretraining of Visual Features in the Wild

Priya Goyal, Mathilde Caron, Benjamin Lefaudeux et al. · arXiv (Cornell University) · 2021 · 139 citations · Full text

Few-shot Learning, Engineering, Machine Learning +17