Massimiliano Patacchiola
6 papers · 2020–2023 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
NIPS (5)
ICLR (1)
Top co-authors
Keywords
few-shot learning
(3)
meta learning
(2)
image classification
(1)
domain adaptation
(1)
bayesian inference
(1)
uncertainty quantification
(1)
self-supervised learning
(1)
kernel learning
(1)
relational reasoning
(1)
gaussian process
(1)
mutual information
(1)
memory efficiency
(1)
normalizing flow
(1)
gradient approximation
(1)
few shot learning
(1)
contrastive loss
(1)
deep kernel
(1)
few-shot classification
(1)
bayesian meta-learning
(1)
posterior predictive distribution
(1)
Papers
FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification
ICLR 2023
Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification
NIPS 2022
Non-Gaussian Gaussian Processes for Few-Shot Regression
NIPS 2021
Memory Efficient Meta-Learning with Large Images
NIPS 2021
Self-Supervised Relational Reasoning for Representation Learning
NIPS 2020
Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels
NIPS 2020