Singh, Mannat
- The Llama 3 Herd of Models
2024/07/31 by Grattafiori, Aaron, Dubey, Abhimanyu, Jauhri, Abhinav +556 · 3247 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 · 205 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 Aishwarya Kamath, Mannat Singh, Kamath, Aishwarya +9 · 74 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Movie Gen: A Cast of Media Foundation Models
2024/10/17 by Adam Polyak, Amit Zohar, Polyak, Adam +164 · 142 citations
Economics, Econometrics and Finance · #Cinema and Media Studies
- Omnivore: A Single Model for Many Visual Modalities
2022/01/20 by Rohit Girdhar, Girdhar, Rohit, Mannat Singh +9 · 19 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, Girdhar, Rohit, Mannat Singh +17 · 26 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 Tete Xiao, Xiao, Tete, Mannat Singh +9 · 14 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Neural Network Applications #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #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 · 12 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)
- Self-supervised Pretraining of Visual Features in the Wild
2021/03/02 by Priya Goyal, Goyal, Priya, Mathilde Caron +19 · 12 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
- Revisiting Weakly Supervised Pre-Training of Visual Perception Models
2022/01/20 by Singh, Mannat, Gustafson, Laura, Adcock, Aaron +7 · 7 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, Singh, Mannat, Quentin Duval +21 · 7 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
- Flowing from Words to Pixels: A Noise-Free Framework for Cross-Modality Evolution
2024/12/19 by Qihao Liu, Liu, Qihao, Xi Yin +7 · 12 citations
Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Language and cultural evolution
- 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)