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04/13/2023
Dynamic Mobile-Former: Strengthening Dynamic Convolution with Attention and Residual Connection in Kernel Space
We introduce Dynamic Mobile-Former(DMF), maximizes the capabilities of d...
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02/07/2022
FrePGAN: Robust Deepfake Detection Using Frequency-level Perturbations
Various deepfake detectors have been proposed, but challenges still exis...
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11/12/2021
Self-supervised GAN Detector
Although the recent advancement in generative models brings diverse adva...
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10/02/2021
FICGAN: Facial Identity Controllable GAN for De-identification
In this work, we present Facial Identity Controllable GAN (FICGAN) for n...
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02/14/2020
Layer-wise Pruning and Auto-tuning of Layer-wise Learning Rates in Fine-tuning of Deep Networks
Existing fine-tuning methods use a single learning rate over all layers....
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01/18/2019