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07/21/2023
Towards Better Fairness-Utility Trade-off: A Comprehensive Measurement-Based Reinforcement Learning Framework
Machine learning is widely used to make decisions with societal impact s...
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06/02/2023
FREPA: An Automated and Formal Approach to Requirement Modeling and Analysis in Aircraft Control Domain
Formal methods are promising for modeling and analyzing system requireme...
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05/18/2023
Faster Parallel Exact Density Peaks Clustering
Clustering multidimensional points is a fundamental data mining task, wi...
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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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09/19/2020
FakeRetouch: Evading DeepFakes Detection via the Guidance of Deliberate Noise
The novelty and creativity of DeepFake generation techniques have attrac...
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06/13/2020
FakePolisher: Making DeepFakes More Detection-Evasive by Shallow Reconstruction
The recently rapid advances of generative adversarial networks (GANs) in...
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05/28/2020
DeepSonar: Towards Effective and Robust Detection of AI-Synthesized Fake Voices
With the recent advances in voice synthesis, AI-synthesized fake voices ...
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01/27/2020
FakeLocator: Robust Localization of GAN-Based Face Manipulations via Semantic Segmentation Networks with Bells and Whistles
Nowadays, full face synthesis and partial face manipulation by virtue of...
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12/17/2019
Prema: A Tool for Precise Requirements Editing, Modeling and Analysis
We present Prema, a tool for Precise Requirement Editing, Modeling and A...
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12/09/2019
