Human Latent Metrics: Perceptual and Cognitive Response Correlates to Distance in GAN Latent Space for Facial Images

Author:

Shimizu Kye1,Ienaga Naoto2,Takada Kazuma3,Sugimoto Maki4,Kasahara Shunichi1

Affiliation:

1. Sony Computer Science Laboratories, Inc, Japan

2. University of Tsukuba, Japan

3. Sony Computer Science Laboratories, Inc, Japan and Okinawa Institute of Science and Technology Graduate University, Japan

4. Keio University, Japan

Funder

JST Moonshot R&D Program

Publisher

ACM

Reference47 articles.

1. Image2StyleGAN++: How to Edit the Embedded Images?

2. Only a matter of style

3. R C Atkinson and R M Shiffrin . 1968. Human memory: A proposed system and its control processes. The psychology of learning and motivation: II. 249 ( 1968 ). R C Atkinson and R M Shiffrin. 1968. Human memory: A proposed system and its control processes. The psychology of learning and motivation: II. 249 (1968).

4. David Bau Jun-Yan Zhu Hendrik Strobelt Bolei Zhou Joshua B. Tenenbaum William T. Freeman and Antonio Torralba. 2018. GAN Dissection: Visualizing and Understanding Generative Adversarial Networks. arxiv:1811.10597 [cs.CV] David Bau Jun-Yan Zhu Hendrik Strobelt Bolei Zhou Joshua B. Tenenbaum William T. Freeman and Antonio Torralba. 2018. GAN Dissection: Visualizing and Understanding Generative Adversarial Networks. arxiv:1811.10597 [cs.CV]

5. Amit H. Bermano Rinon Gal Yuval Alaluf Ron Mokady Yotam Nitzan Omer Tov Or Patashnik and Daniel Cohen-Or. 2022. State-of-the-Art in the Architecture Methods and Applications of StyleGAN. https://doi.org/10.48550/ARXIV.2202.14020 10.48550/ARXIV.2202.14020

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