Alberto Sangiovanni-Vincentelli
5 papers · 2018–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
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Research topics
Keywords
autonomous driving
(2)
neural network
(2)
data augmentation
(2)
image generation
(1)
domain generalization
(1)
object detection
(1)
policy learning
(1)
procedural generation
(1)
domain randomization
(1)
backdoor attack
(1)
game ai
(1)
game environment
(1)
generative flow
(1)
multi-agent simulation
(1)
poisoning strategy
(1)
data preprocessing
(1)
attack success rate
(1)
scenario generation
(1)
real-time strategy
(1)
environment modeling
(1)
Papers
Beating Backdoor Attack at Its Own Game
ICCV 2023
Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data
AAAI 2022
Programmatic Modeling and Generation of Real-Time Strategic Soccer Environments for Reinforcement Learning
AAAI 2022
Domain Randomization and Pyramid Consistency: Simulation-to-Real Generalization Without Accessing Target Domain Data
ICCV 2019
Counterexample-Guided Data Augmentation
IJCAI 2018