Search Results for author: Zikun Chen

Found 2 papers, 1 papers with code

SC2GAN: Rethinking Entanglement by Self-correcting Correlated GAN Space

no code implementations10 Oct 2023 Zikun Chen, Han Zhao, Parham Aarabi, Ruowei Jiang

We propose a novel framework SC$^2$GAN that achieves disentanglement by re-projecting low-density latent code samples in the original latent space and correcting the editing directions based on both the high-density and low-density regions.

Attribute Disentanglement

Exploring Gradient-based Multi-directional Controls in GANs

1 code implementation1 Sep 2022 Zikun Chen, Ruowei Jiang, Brendan Duke, Han Zhao, Parham Aarabi

Generative Adversarial Networks (GANs) have been widely applied in modeling diverse image distributions.

Attribute Disentanglement +1

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