Concepedia

Anthony Sicilia

AS

Statistics

Publications

6

Citations

192

H-Index

6

Active since

2019

Affiliations

University of Pittsburgh(Current)

Yonsei University

Intelligent Systems Research (United States)

Anthony Sicilia is an author at University of Pittsburgh specializing in data science, engineering, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningDeep LearningMachine VisionComputer VisionDomain AdaptationArtificial IntelligenceAdversarial Machine Learning

Publications per year

2019–2023

6

Publications

6

Domain adversarial neural networks for domain generalization: when it works and how to improve

Anthony Sicilia, Xingchen Zhao, Seong Jae Hwang · Machine Learning · 2023 · 95 citations · Full text

Artificial Intelligence, Meta-learning (Computer Science), Engineering +15

Anthony Sicilia, Konstantinos Pelechrinis, Kirk Goldsberry · 2019 · 36 citations

Structured Prediction, Machine Vision, Machine Learning +14

Test-time Fourier Style Calibration for Domain Generalization

Xingchen Zhao, Chang Liu, Anthony Sicilia et al. · Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence · 2022 · 23 citations · Full text

Segmentation Dataset, Engineering, Machine Learning +19

Domain Adversarial Neural Networks for Domain Generalization: When It Works and How to Improve

Anthony Sicilia, Xingchen Zhao, Seong Jae Hwang · arXiv (Cornell University) · 2021 · 14 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +10

Robust White Matter Hyperintensity Segmentation On Unseen Domain

Xingchen Zhao, Anthony Sicilia, Davneet Minhas et al. · 2021 · 13 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

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