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09/20/2023
Locate and Verify: A Two-Stream Network for Improved Deepfake Detection
Deepfake has taken the world by storm, triggering a trust crisis. Curren...
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09/18/2023
DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues
The malicious use and widespread dissemination of deepfake pose a signif...
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07/03/2023
A Dual Stealthy Backdoor: From Both Spatial and Frequency Perspectives
Backdoor attacks pose serious security threats to deep neural networks (...
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03/21/2023
Learning a 3D Morphable Face Reflectance Model from Low-cost Data
Modeling non-Lambertian effects such as facial specularity leads to a mo...
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11/25/2022
ShadowNeuS: Neural SDF Reconstruction by Shadow Ray Supervision
By supervising camera rays between a scene and multi-view image planes, ...
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07/19/2022
Structure-aware Editable Morphable Model for 3D Facial Detail Animation and Manipulation
Morphable models are essential for the statistical modeling of 3D faces....
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06/05/2022
Vanilla Feature Distillation for Improving the Accuracy-Robustness Trade-Off in Adversarial Training
Adversarial training has been widely explored for mitigating attacks aga...
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03/20/2022
Portrait Eyeglasses and Shadow Removal by Leveraging 3D Synthetic Data
In portraits, eyeglasses may occlude facial regions and generate cast sh...
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03/03/2022
Fairness-aware Adversarial Perturbation Towards Bias Mitigation for Deployed Deep Models
Prioritizing fairness is of central importance in artificial intelligenc...
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07/29/2021
Feature Importance-aware Transferable Adversarial Attacks
Transferability of adversarial examples is of central importance for att...
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02/22/2020
Optimizing Privacy-Preserving Outsourced Convolutional Neural Network Predictions
Neural networks provide better prediction performance than previous tech...
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11/17/2019
Unsupervised Visual Representation Learning with Increasing Object Shape Bias
(Very early draft)Traditional supervised learning keeps pushing convolut...
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09/20/2019
Augmenting Encrypted Search: A Decentralized Service Realization with Enforced Execution
Searchable symmetric encryption (SSE) allows the data owner to outsource...
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08/25/2019
advPattern: Physical-World Attacks on Deep Person Re-Identification via Adversarially Transformable Patterns
Person re-identification (re-ID) is the task of matching person images a...
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12/03/2018