text: 454,53,1286777571468808194,3031558614,Zivvy Ξpstein,"Another day another generator. But are the artifacts produced rote statistical averages or ""alien play"" that transcends expectations? Finding those rare gems is the topic of our new paper & the below primer on how this generativity maps to intelligence <LINK> <LINK>",https://arxiv.org/abs/2007.11119,"The latent space modeled by generative adversarial networks (GANs) represents a large possibility space. By interpolating categories generated by GANs, it is possible to create novel hybrid images. We present ""Meet the Ganimals,"" a casual creator built on interpolations of BigGAN that can generate novel, hybrid animals called ganimals by efficiently searching this possibility space. Like traditional casual creators, the system supports a simple creative flow that encourages rapid exploration of the possibility space. Users can discover new ganimals, create their own, and share their reactions to aesthetic, emotional, and morphological characteristics of the ganimals. As users provide input to the system, the system adapts and changes the distribution of categories upon which ganimals are generated. As one of the first GAN-based casual creators, Meet the Ganimals is an example how casual creators can leverage human curation and citizen science to discover novel artifacts within a large possibility space. ",Interpolating GANs to Scaffold Autotelic Creativity,1,"['Another day another generator.\n\nBut are the artifacts produced rote statistical averages or ""alien play"" that transcends expectations? Finding those rare gems is the topic of our new paper &amp; the below primer on how this generativity maps to intelligence\n\n<LINK> <LINK>']",20,07,266