Jason Ramapuram
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications, Multimodal Machine Learning Applications, Machine Learning and Data Classification, Advanced Image and Video Retrieval Techniques
Most-Cited Works
- → Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding(2021)265 cited
- → Self-Supervised MultiModal Versatile Networks(2020)195 cited
- → Lifelong generative modeling(2020)105 cited
- → Continual Classification Learning Using Generative Models(2018)17 cited
- → Position Prediction as an Effective Pretraining Strategy(2022)8 cited
- → Stabilizing Transformer Training by Preventing Attention Entropy Collapse(2023)6 cited
- → Do Self-Supervised and Supervised Methods Learn Similar Visual\n Representations?(2021)5 cited
- → Variational Saccading: Efficient Inference for Large Resolution Images(2018)4 cited
- → Elastic Weight Consolidation Improves the Robustness of Self-Supervised Learning Methods under Transfer(2022)4 cited