Mannat Singh
Publications by Year
Research Areas
Multimodal Machine Learning Applications, Advanced Neural Network Applications, Domain Adaptation and Few-Shot Learning, Advanced Image and Video Retrieval Techniques, Medical Imaging Techniques and Applications
Most-Cited Works
- → ImageBind One Embedding Space to Bind Them All(2023)642 cited
- → MDETR - Modulated Detection for End-to-End Multi-Modal Understanding(2021)639 cited
- → Early Convolutions Help Transformers See Better(2021)352 cited
- → Omnivore: A Single Model for Many Visual Modalities(2022)179 cited
- → Self-supervised Pretraining of Visual Features in the Wild(2021)139 cited
- → Revisiting Weakly Supervised Pre-Training of Visual Perception Models(2022)86 cited
- → OmniMAE: Single Model Masked Pretraining on Images and Videos(2023)65 cited
- → Factorizing Text-to-Video Generation by Explicit Image Conditioning(2024)48 cited
- → The effectiveness of MAE pre-pretraining for billion-scale pretraining(2023)38 cited