Singh, Mannat
- The Llama 3 Herd of Models
2024/07/31 by Grattafiori, Aaron, Dubey, Abhimanyu, Jauhri, Abhinav +556 · 2825 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- ImageBind: One Embedding Space To Bind Them All
2023/05/09 by Rohit Girdhar, Girdhar, Rohit, Alaaeldin El-Nouby +11 · 2 voices · 189 citations
Computer Science · #cs.CV #cs.AI #cs.LG #cs.MM
- MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding
2021/04/26 by Kamath, Aishwarya, Singh, Mannat, LeCun, Yann +3 · 63 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Movie Gen: A Cast of Media Foundation Models
2024/10/17 by Adam Polyak, Polyak, Adam, Amit Zohar +164 · 126 citations
Economics, Econometrics and Finance · #Cinema and Media Studies
- Omnivore: A Single Model for Many Visual Modalities
2022/01/20 by Rohit Girdhar, Mannat Singh, Girdhar, Rohit +9 · 18 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
- Emu Video: Factorizing Text-to-Video Generation by Explicit Image Conditioning
2023/11/17 by Rohit Girdhar, Mannat Singh, Girdhar, Rohit +17 · 22 citations
Computer Science · Social Sciences · #Video Analysis and Summarization #Digital Games and Media #Generative Adversarial Networks and Image Synthesis
- Early Convolutions Help Transformers See Better
2021/06/28 by Xiao, Tete, Singh, Mannat, Mintun, Eric +3 · 10 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- OmniMAE: Single Model Masked Pretraining on Images and Videos
2022/06/16 by Girdhar, Rohit, El-Nouby, Alaaeldin, Singh, Mannat +3 · 9 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Revisiting Weakly Supervised Pre-Training of Visual Perception Models
2022/01/20 by Singh, Mannat, Gustafson, Laura, Adcock, Aaron +7 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Self-supervised Pretraining of Visual Features in the Wild
2021/03/02 by Priya Goyal, Mathilde Caron, Goyal, Priya +19 · 8 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Video Surveillance and Tracking Methods
- Flowing from Words to Pixels: A Noise-Free Framework for Cross-Modality Evolution
2024/12/19 by Liu, Qihao, Yin, Xi, Yuille, Alan +2 · 11 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- The effectiveness of MAE pre-pretraining for billion-scale pretraining
2023/03/23 by Mannat Singh, Quentin Duval, Singh, Mannat +21 · 5 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Fast and Accurate Model Scaling
2021/03/11 by Dollár, Piotr, Singh, Mannat, Girshick, Ross · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)