Vivek Ramanujan
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Generative Adversarial Networks and Image Synthesis, Multimodal Machine Learning Applications, COVID-19 diagnosis using AI, Topic Modeling
Most-Cited Works
- → Improving Shape Deformation in Unsupervised Image-to-Image Translation(2018)84 cited
- → Soft Threshold Weight Reparameterization for Learnable Sparsity(2020)82 cited
- → DataComp: In search of the next generation of multimodal datasets(2023)73 cited
- → What’s Hidden in a Randomly Weighted Neural Network?(2020)26 cited
- → Matryoshka Representation Learning(2022)24 cited
- → Forward Compatible Training for Large-Scale Embedding Retrieval Systems(2022)12 cited
- → Supermasks in Superposition(2020)8 cited
- Parameter Norm Growth During Training of Transformers.(2020)
- → On the Connection between Pre-training Data Diversity and Fine-tuning Robustness(2023)3 cited