Ferran Alet
7 papers · 2018–2021 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird 🏆 Keyword Champion (2)
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Deep Learning
(4)
Learning Paradigms · Machine Learning
(4)
Architectures
(3)
Core AI
(3)
Learning Paradigms · Artificial Intelligence
(3)
Learning Types
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Robotics
(1)
Applications
(1)
Capabilities
(1)
Core Methods
(1)
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
NeurIPS 2021
Tailoring: encoding inductive biases by optimizing unsupervised objectives at prediction time
NeurIPS 2021
Graph Element Networks: adaptive, structured computation and memory
ICML 2019
Neural Relational Inference with Fast Modular Meta-learning
NeurIPS 2019
Finding Frequent Entities in Continuous Data
IJCAI 2018
Modular meta-learning
CoRL 2018