Alberto Alfarano
3 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Deep Learning
(2)
Architectures
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Optimization
(1)
Optimization & Theory
(1)
Processing
(1)
Keywords
video prediction
(1)
mathematical reasoning
(1)
self-supervised learning
(1)
lyapunov function
(1)
dynamical system
(1)
global stability
(1)
polynomial system
(1)
modular arithmetic
(1)
symbolic transformer
(1)
synthetic training
(1)
depthwise convolution
(1)
frame prediction
(1)
sequence-to-sequence transformer
(1)
spatiotemporal predictive learning
(1)
fully convolutional
(1)
channel-wise convolution
(1)
future frame prediction
(1)
loss regularization
(1)
post-quantum cryptography
(1)
custom data distributions
(1)
Papers
Making Hard Problems Easier with Custom Data Distributions and Loss Regularization: A Case Study in Modular Arithmetic
ICML 2025
STLight: A Fully Convolutional Approach for Efficient Predictive Learning by Spatio-Temporal Joint Processing
WACV 2025
Global Lyapunov functions: a long-standing open problem in mathematics, with symbolic transformers
NeurIPS 2024