ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition
Massiceti, Daniela, Zintgraf, Luisa, Bronskill, John, Theodorou, Lida, Harris, Matthew Tobias, Cutrell, Edward, Morrison, Cecily, Hofmann, Katja, Stumpf, Simone
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
Get full text
Conference Proceeding
LLM Processes: Numerical Predictive Distributions Conditioned on Natural Language
Requeima, James, Bronskill, John, Choi, Dami, Turner, Richard E, Duvenaud, David
Year of Publication 21.05.2024
Year of Publication 21.05.2024
Get full text
Journal Article
SportsNGEN: Sustained Generation of Realistic Multi-player Sports Gameplay
Thorpe, Lachlan, Bawden, Lewis, Vendal, Karanjot, Bronskill, John, Turner, Richard E
Year of Publication 09.02.2024
Year of Publication 09.02.2024
Get full text
Journal Article
Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification
Patacchiola, Massimiliano, Bronskill, John, Shysheya, Aliaksandra, Hofmann, Katja, Nowozin, Sebastian, Turner, Richard E
Year of Publication 20.06.2022
Year of Publication 20.06.2022
Get full text
Journal Article
FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification
Shysheya, Aliaksandra, Bronskill, John, Patacchiola, Massimiliano, Nowozin, Sebastian, Turner, Richard E
Year of Publication 17.06.2022
Year of Publication 17.06.2022
Get full text
Journal Article
On the Efficacy of Differentially Private Few-shot Image Classification
Tobaben, Marlon, Shysheya, Aliaksandra, Bronskill, John, Paverd, Andrew, Tople, Shruti, Zanella-Beguelin, Santiago, Turner, Richard E, Honkela, Antti
Year of Publication 02.02.2023
Year of Publication 02.02.2023
Get full text
Journal Article
Memory Efficient Meta-Learning with Large Images
Bronskill, John, Massiceti, Daniela, Patacchiola, Massimiliano, Hofmann, Katja, Nowozin, Sebastian, Turner, Richard E
Year of Publication 02.07.2021
Year of Publication 02.07.2021
Get full text
Journal Article
TaskNorm: Rethinking Batch Normalization for Meta-Learning
Bronskill, John, Gordon, Jonathan, Requeima, James, Nowozin, Sebastian, Turner, Richard E
Year of Publication 06.03.2020
Year of Publication 06.03.2020
Get full text
Journal Article
ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition
Massiceti, Daniela, Zintgraf, Luisa, Bronskill, John, Theodorou, Lida, Matthew Tobias Harris, Cutrell, Edward, Morrison, Cecily, Hofmann, Katja, Stumpf, Simone
Published in arXiv.org (08.10.2021)
Published in arXiv.org (08.10.2021)
Get full text
Paper
Journal Article
Fast and Flexible Multi-Task Classification Using Conditional Neural Adaptive Processes
Requeima, James, Gordon, Jonathan, Bronskill, John, Nowozin, Sebastian, Turner, Richard E
Year of Publication 18.06.2019
Year of Publication 18.06.2019
Get full text
Journal Article
Meta-Learning Probabilistic Inference For Prediction
Gordon, Jonathan, Bronskill, John, Bauer, Matthias, Nowozin, Sebastian, Turner, Richard E
Year of Publication 24.05.2018
Year of Publication 24.05.2018
Get full text
Journal Article