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09/09/2023
Self-Supervised Transformer with Domain Adaptive Reconstruction for General Face Forgery Video Detection
Face forgery videos have caused severe social public concern, and variou...
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04/20/2023
PREIM3D: 3D Consistent Precise Image Attribute Editing from a Single Image
We study the 3D-aware image attribute editing problem in this paper, whi...
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04/14/2023
Generating Adversarial Examples with Better Transferability via Masking Unimportant Parameters of Surrogate Model
Deep neural networks (DNNs) have been shown to be vulnerable to adversar...
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01/02/2023
Learning Road Scene-level Representations via Semantic Region Prediction
In this work, we tackle two vital tasks in automated driving systems, i....
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06/16/2022
Boosting the Adversarial Transferability of Surrogate Model with Dark Knowledge
Deep neural networks (DNNs) for image classification are known to be vul...
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03/09/2022
Controllable Evaluation and Generation of Physical Adversarial Patch on Face Recognition
Recent studies have revealed the vulnerability of face recognition model...
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10/14/2021
Nuisance-Label Supervision: Robustness Improvement by Free Labels
In this paper, we present a Nuisance-label Supervision (NLS) module, whi...
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06/29/2021
Improving Transferability of Adversarial Patches on Face Recognition with Generative Models
Face recognition is greatly improved by deep convolutional neural networ...
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03/24/2021
Black-box Detection of Backdoor Attacks with Limited Information and Data
Although deep neural networks (DNNs) have made rapid progress in recent ...
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12/26/2019
Benchmarking Adversarial Robustness
Deep neural networks are vulnerable to adversarial examples, which becom...
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12/08/2019
Zero-shot Recognition of Complex Action Sequences
Zero-shot video classification for fine-grained activity recognition has...
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12/03/2019
RSA: Randomized Simulation as Augmentation for Robust Human Action Recognition
Despite the rapid growth in datasets for video activity, stable robust a...
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04/10/2018