John Bronskill

Fast and Flexible Multi-Task Classification Using Conditional Neural Adaptive Processes

Sebastian Nowozin, Richard E. Turner, James Requeima, 2019, NeurIPS.

Versa: Versatile and Efficient Few-shot Learning

Sebastian Nowozin, Richard E. Turner, John Bronskill, 2018 .

Consolidating the Meta-Learning Zoo: A Unifying Perspective as Posterior Predictive Inference

Sebastian Nowozin, Richard E. Turner, Jonathan Gordon, 2018 .

Meta-Learning Probabilistic Inference for Prediction

Sebastian Nowozin, Richard E. Turner, John Bronskill, 2018, ICLR.

Decision-Theoretic Meta-Learning: Versatile and Efficient Amortization of Few-Shot Learning pdf

Sebastian Nowozin, Richard E. Turner, Jonathan Gordon, 2018, ArXiv.

TaskNorm: Rethinking Batch Normalization for Meta-Learning

Sebastian Nowozin, Richard E. Turner, James Requeima, 2020, ICML.

ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition pdf

Edward Cutrell, Katja Hofmann, Daniela Massiceti, 2021, ArXiv.

Memory Efficient Meta-Learning with Large Images pdf

Sebastian Nowozin, Richard E. Turner, Massimiliano Patacchiola, 2021, NeurIPS.