Diego Romeres
6 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (20) 🌈 Renaissance Researcher (5)
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Research topics
Keywords
weakly supervised learning
(2)
sample efficiency
(1)
multi-task learning
(1)
action recognition
(1)
style transfer
(1)
preference learning
(1)
video captioning
(1)
multimodal learning
(1)
video understanding
(1)
gradient descent
(1)
gaussian process regression
(1)
continuous control
(1)
inverse dynamics
(1)
hessian approximation
(1)
pareto optimality
(1)
quasi-newton method
(1)
utility function
(1)
multi-objective bayesian optimization
(1)
trust region policy optimization
(1)
controller design
(1)
Papers
User Preference Meets Pareto-Optimality in Multi-Objective Bayesian Optimization
AAAI 2025
Lagrangian inspired polynomial estimator for black-box learning and control of underactuated systems
L4DC 2024
Reinforcement Learning for Athletic Intelligence: Lessons from the 1st “AI Olympics with RealAIGym” Competition
IJCAI 2024
Style-transfer based Speech and Audio-visual Scene understanding for Robot Action Sequence Acquisition from Videos
Interspeech 2023
Personalizing Individual Comfort in the Group Setting
AAAI 2021
Quasi-Newton Trust Region Policy Optimization
CoRL 2019