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07/21/2023
Towards Better Fairness-Utility Trade-off: A Comprehensive Measurement-Based Reinforcement Learning Framework
Machine learning is widely used to make decisions with societal impact s...
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03/21/2023
Boosting Verified Training for Robust Image Classifications via Abstraction
This paper proposes a novel, abstraction-based, certified training metho...
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01/27/2023
OccRob: Efficient SMT-Based Occlusion Robustness Verification of Deep Neural Networks
Occlusion is a prevalent and easily realizable semantic perturbation to ...
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03/11/2022
AI-enabled Automatic Multimodal Fusion of Cone-Beam CT and Intraoral Scans for Intelligent 3D Tooth-Bone Reconstruction and Clinical Applications
A critical step in virtual dental treatment planning is to accurately de...
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11/07/2018