Bronskill, John F

11 publications

ICMLW 2024 LLM Processes: Numerical Predictive Distributions Conditioned on Natural Language James Requeima, John F Bronskill, Dami Choi, Richard E. Turner, David Duvenaud

ICLRW 2023 Differentially Private Federated Few-Shot Image Classification Aliaksandra Shysheya, Marlon Tobaben, John F Bronskill, Andrew Paverd, Shruti Tople, Santiago Zanella-Beguelin, Richard E Turner, Antti Honkela

ICLR 2023 FiT: Parameter Efficient Few-Shot Transfer Learning for Personalized and Federated Image Classification Aliaksandra Shysheya, John F Bronskill, Massimiliano Patacchiola, Sebastian Nowozin, Richard E Turner

ICLR 2023 Hard-Meta-Dataset++: Towards Understanding Few-Shot Performance on Difficult Tasks Samyadeep Basu, Megan Stanley, John F Bronskill, Soheil Feizi, Daniela Massiceti

TMLR 2023 On the Efficacy of Differentially Private Few-Shot Image Classification Marlon Tobaben, Aliaksandra Shysheya, John F Bronskill, Andrew Paverd, Shruti Tople, Santiago Zanella-Beguelin, Richard E Turner, Antti Honkela

ICLRW 2023 On the Efficacy of Differentially Private Few-Shot Image Classification Marlon Tobaben, Aliaksandra Shysheya, John F Bronskill, Andrew Paverd, Shruti Tople, Santiago Zanella-Beguelin, Richard E Turner, Antti Honkela

NeurIPSW 2022 Adversarial Attacks Are a Surprisingly Strong Baseline for Poisoning Few-Shot Meta-Learners Elre Talea Oldewage, John F Bronskill, Richard E Turner

NeurIPSW 2022 Contextual Squeeze-and-Excitation Massimiliano Patacchiola, John F Bronskill, Aliaksandra Shysheya, Katja Hofmann, Sebastian Nowozin, Richard E Turner

NeurIPSW 2022 FiT: Parameter Efficient Few-Shot Transfer Learning Aliaksandra Shysheya, John F Bronskill, Massimiliano Patacchiola, Sebastian Nowozin, Richard E Turner

ICMLW 2021 Attacking Few-Shot Classifiers with Adversarial Support Poisoning Elre Talea Oldewage, John F Bronskill, Richard E Turner

CVPR 1989 A Knowledge-Based Approach to the Detection, Tracking and Classification of Target Formations in Infrared Image Sequences John F. Bronskill, John S. A. Hepburn, Wing K. Au