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Latest papers with code

CDE-GAN: Cooperative Dual Evolution Based Generative Adversarial Network

21 Aug 2020shiming-chen/CDE-GAN

In essence, CDE-GAN incorporates dual evolution with respect to the generator(s) and discriminators into a unified evolutionary adversarial framework to conduct effective adversarial multi-objective optimization.

GAN IMAGE FORENSICS IMAGE GENERATION

3
21 Aug 2020

On the use of Benford's law to detect GAN-generated images

16 Apr 2020polimi-ispl/icpr-benford-gan

The advent of Generative Adversarial Network (GAN) architectures has given anyone the ability of generating incredibly realistic synthetic imagery.

GAN IMAGE FORENSICS

4
16 Apr 2020

Detecting and Simulating Artifacts in GAN Fake Images

15 Jul 2019ColumbiaDVMM/AutoGAN

By using the simulated images to train a spectrum based classifier, even without seeing the fake images produced by the targeted GAN model during training, our approach achieves state-of-the-art performances on detecting fake images generated by popular GAN models such as CycleGAN.

GAN IMAGE FORENSICS

53
15 Jul 2019

Learning to Detect Fake Face Images in the Wild

24 Sep 2018jesse1029/Fake-Face-Images-Detection-Tensorflow

Although Generative Adversarial Network (GAN) can be used to generate the realistic image, improper use of these technologies brings hidden concerns.

FACE SWAPPING FAKE IMAGE DETECTION GAN IMAGE FORENSICS IMAGE GENERATION

64
24 Sep 2018