Articles with "generation adversarial" as a keyword



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Automatic Generation of Adversarial Readable Chinese Texts

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Published in 2023 at "IEEE Transactions on Dependable and Secure Computing"

DOI: 10.1109/tdsc.2022.3164289

Abstract: Natural language processing (NLP) models are known vulnerable to adversarial examples, similar to image processing models. Studying adversarial texts is an essential step to improve the robustness of NLP models. However, existing studies mainly focus… read more here.

Keywords: automatic generation; generation adversarial; generation; detection ... See more keywords
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Fusion-UDCGAN: Multifocus Image Fusion via a U-Type Densely Connected Generation Adversarial Network

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Published in 2022 at "IEEE Transactions on Instrumentation and Measurement"

DOI: 10.1109/tim.2022.3159978

Abstract: Multifocus image fusion has attracted considerable attention because it can overcome the physical limitations of optical imaging equipment and fuse multiple images with different depths of the field into one full-clear image. However, most existing… read more here.

Keywords: fusion; generation adversarial; image fusion; multifocus image ... See more keywords
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Surgical scene generation and adversarial networks for physics-based iOCT synthesis.

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Published in 2022 at "Biomedical optics express"

DOI: 10.1364/boe.454286

Abstract: The development and integration of intraoperative optical coherence tomography (iOCT) into modern operating rooms has motivated novel procedures directed at improving the outcome of ophthalmic surgeries. Although computer-assisted algorithms could further advance such interventions, the… read more here.

Keywords: physics; generation adversarial; synthesis; generation ... See more keywords