1 code implementation • 7 Jul 2020 • Ardavan Bidgoli, Manuel Ladron De Guevara, Cinnie Hsiung, Jean Oh, Eunsu Kang
We propose a method to integrate an artistic style to the brushstrokes and the painting process through collaboration with a human artist.
no code implementations • 8 Dec 2019 • Austin Dill, Chun-Liang Li, Songwei Ge, Eunsu Kang
In this work, we explore the idea that effective generative models for point clouds under the autoencoding framework must acknowledge the relationship between a continuous surface, a discretized mesh, and a set of points sampled from the surface.
no code implementations • 8 Dec 2019 • Austin Dill, Songwei Ge, Eunsu Kang, Chun-Liang Li, Barnabas Poczos
The typical approach for incorporating this creative process is to interpolate in a learned latent space so as to avoid the problem of generating unrealistic instances by exploiting the model's learned structure.
no code implementations • 27 Nov 2019 • Joel Ruben Antony Moniz, Eunsu Kang, Barnabás Póczos
In this work, we aim to propose a set of techniques to improve the controllability and aesthetic appeal when DeepDream, which uses a pre-trained neural network to modify images by hallucinating objects into them, is applied to videos.
no code implementations • 20 Aug 2019 • Songwei Ge, Austin Dill, Eunsu Kang, Chun-Liang Li, Lingyao Zhang, Manzil Zaheer, Barnabas Poczos
We explore the intersection of human and machine creativity by generating sculptural objects through machine learning.
1 code implementation • 5 Aug 2019 • Vít Růžička, Eunsu Kang, David Gordon, Ankita Patel, Jacqui Fashimpaur, Manzil Zaheer
While the purpose of most fake news is misinformation and political propaganda, our team sees it as a new type of myth that is created by people in the age of internet identities and artificial intelligence.
no code implementations • 3 Aug 2019 • Ardavan Bidgoli, Eunsu Kang, Daniel Cardoso Llach
This paper uses examples from art and design to argue that this frame is incomplete as it fails to acknowledge the socio-technical nature of AI systems, and the different human agencies involved in their design, implementation, and operation.
no code implementations • 13 Nov 2018 • Chun-Liang Li, Eunsu Kang, Songwei Ge, Lingyao Zhang, Austin Dill, Manzil Zaheer, Barnabas Poczos
Our approach extends DeepDream from images to 3D point clouds.