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07/16/2023
Dual-level Interaction for Domain Adaptive Semantic Segmentation
To circumvent the costly pixel-wise annotations of real-world images in ...
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05/09/2023
Who is Speaking Actually? Robust and Versatile Speaker Traceability for Voice Conversion
Voice conversion (VC), as a voice style transfer technology, is becoming...
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03/25/2023
hp-version C^1-continuous Petrov-Galerkin method for nonlinear second-order initial value problems with application to wave equations
We introduce and analyze an hp-version C^1-continuous Petrov-Galerkin (C...
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01/19/2022
Hiding Data in Colors: Secure and Lossless Deep Image Steganography via Conditional Invertible Neural Networks
Deep image steganography is a data hiding technology that conceal data i...
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06/18/2021
Analyzing Adversarial Robustness of Deep Neural Networks in Pixel Space: a Semantic Perspective
The vulnerability of deep neural networks to adversarial examples, which...
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03/01/2021
Using contrastive learning to improve the performance of steganalysis schemes
To improve the detection accuracy and generalization of steganalysis, th...
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09/21/2020
DeepTag: Robust Image Tagging for DeepFake Provenance
In recent years, DeepFake is becoming a common threat to our society, du...
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08/18/2020
Improving adversarial robustness of deep neural networks by using semantic information
The vulnerability of deep neural networks (DNNs) to adversarial attack, ...
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02/12/2019
A survey on Adversarial Attacks and Defenses in Text
Deep neural networks (DNNs) have shown an inherent vulnerability to adve...
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01/21/2019