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07/27/2023
Unified Adversarial Patch for Visible-Infrared Cross-modal Attacks in the Physical World
Physical adversarial attacks have put a severe threat to DNN-based objec...
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07/15/2023
Unified Adversarial Patch for Cross-modal Attacks in the Physical World
Recently, physical adversarial attacks have been presented to evade DNNs...
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06/14/2023
HOSSnet: an Efficient Physics-Guided Neural Network for Simulating Crack Propagation
Hybrid Optimization Software Suite (HOSS), which is a combined finite-di...
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04/19/2023
Cross-Reference Transformer for Few-shot Medical Image Segmentation
Due to the contradiction of medical image processing, that is, the appli...
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04/09/2023
Continual Graph Convolutional Network for Text Classification
Graph convolutional network (GCN) has been successfully applied to captu...
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04/06/2023
HomPINNs: homotopy physics-informed neural networks for solving the inverse problems of nonlinear differential equations with multiple solutions
Due to the complex behavior arising from non-uniqueness, symmetry, and b...
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11/22/2021
Machine unlearning via GAN
Machine learning models, especially deep models, may unintentionally rem...
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11/10/2021