Sachin Ravi
Taoyuan Chang Gung Memorial Hospital(TW)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Topic Modeling, Multimodal Machine Learning Applications, Machine Learning and Data Classification, Natural Language Processing Techniques
Most-Cited Works
- Optimization as a Model for Few-Shot Learning(2017)
- → Meta-Learning for Semi-Supervised Few-Shot Classification(2018)726 cited
- Amortized Bayesian Meta-Learning(2018)
- → Perceptual Grouping in Contrastive Vision-Language Models(2023)29 cited
- Meta-Learning for Batch Mode Active Learning.(2018)
- → Navigating the Trade-Off between Multi-Task Learning and Learning to Multitask in Deep Neural Networks(2020)10 cited
- Infinite Dimensional Word Embeddings(2015)
- → Privacy-preserving Learning via Deep Net Pruning(2020)8 cited
- → Learning the Dimensionality of Word Embeddings(2015)2 cited