Alberto Alfarano
3 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (13) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(10)
Conferences
ICML (1)
NIPS (1)
WACV (1)
Top co-authors
Research topics
Keywords
video prediction
(1)
mathematical reasoning
(1)
self-supervised learning
(1)
lyapunov function
(1)
dynamical system
(1)
global stability
(1)
polynomial system
(1)
symbolic transformer
(1)
synthetic training
(1)
frame prediction
(1)
sequence-to-sequence transformer
(1)
depth-wise convolution
(1)
spatio-temporal predictive learning
(1)
fully convolutional
(1)
channel-wise convolution
(1)
future frame prediction
(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
NIPS 2024