Giuseppe Paolo
4 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
Top co-authors
Research topics
Keywords
reinforcement learning
(1)
zero-shot learning
(1)
uncertainty quantification
(1)
in-context learning
(1)
transformer
(1)
sharpness-aware minimization
(1)
markov decision process
(1)
perception
(1)
multivariate time series
(1)
foundation model
(1)
latent space
(1)
embodied agent
(1)
long-term forecasting
(1)
active inference
(1)
large language model
(1)
channel-wise attention
(1)
adapter
(1)
forecasting
(1)
action
(1)
learning
(1)
Papers
AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting
ICML 2025
Zero-shot Model-based Reinforcement Learning using Large Language Models
ICLR 2025
Position: A Call for Embodied AI
ICML 2024
SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention
ICML 2024