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04/09/2023
CLVOS23: A Long Video Object Segmentation Dataset for Continual Learning
Continual learning in real-world scenarios is a major challenge. A gener...
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02/12/2022
A Data-driven Multi-fidelity Physics-informed Learning Framework for Smart Manufacturing: A Composites Processing Case Study
Despite the successful implementations of physics-informed neural networ...
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03/04/2020
Deep Neural Network Perception Models and Robust Autonomous Driving Systems
This paper analyzes the robustness of deep learning models in autonomous...
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12/13/2019
Potential adversarial samples for white-box attacks
Deep convolutional neural networks can be highly vulnerable to small per...
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06/08/2018