Ferran Alet
7 papers · 2018–2021 · 4 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ฃ Hot Topic Early Bird ๐ Conference Polyglot (4) ๐ Cross-Pollinator (11)
๐
Renaissance Researcher
(7)
๐บ๏ธ
Taxonomy Completionist
(19)
๐
Keyword Champion
(2)
Conferences
NIPS (3)
ICML (2)
CORL (1)
IJCAI (1)
Top co-authors
Keywords
inductive bia
(2)
neural module
(2)
graph neural network
(2)
transductive learning
(1)
program synthesis
(1)
task generalization
(1)
neural network optimization
(1)
compositional generalization
(1)
feature space
(1)
sequential prediction
(1)
online algorithm
(1)
dynamical system
(1)
partial differential equation
(1)
benchmark dataset
(1)
relational inference
(1)
heavy hitter
(1)
frequent item mining
(1)
modular learning
(1)
robot task
(1)
conservation law
(1)
Papers
A large-scale benchmark for few-shot program induction and synthesis
ICML 2021
Noether Networks: meta-learning useful conserved quantities
NIPS 2021
Tailoring: encoding inductive biases by optimizing unsupervised objectives at prediction time
NIPS 2021
Neural Relational Inference with Fast Modular Meta-learning
NIPS 2019
Graph Element Networks: adaptive, structured computation and memory
ICML 2019
Modular meta-learning
CORL 2018
Finding Frequent Entities in Continuous Data
IJCAI 2018