John Bronskill
University of Cambridge(GB)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Machine Learning and Data Classification, Advanced Neural Network Applications, COVID-19 diagnosis using AI
Most-Cited Works
- → Meta-Learning Probabilistic Inference For Prediction(2018)72 cited
- → Fast and Flexible Multi-Task Classification Using Conditional Neural\n Adaptive Processes(2019)58 cited
- → Fast and Flexible Multi-Task Classification Using Conditional Neural Adaptive Processes(2019)46 cited
- → TaskNorm: Rethinking Batch Normalization for Meta-Learning(2020)30 cited
- → ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition(2021)29 cited
- → Multidimensional shape description and recognition using mathematical morphology(1988)28 cited
- FS-Mol: A Few-Shot Learning Dataset of Molecules(2021)
- → FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification(2022)9 cited