| 2019 | Adversarial Evolution and Deep Learning - How Does an Artist Play with Our Visual System? Alan Blair |
| 2019 | Automatic Jazz Melody Composition Through a Learning-Based Genetic Algorithm. Yong-Wook Nam, Yong-Hyuk Kim |
| 2019 | Automatically Generating Engaging Presentation Slide Decks. Thomas Winters, Kory W. Mathewson |
| 2019 | Autonomy, Authenticity, Authorship and Intention in Computer Generated Art. Jon McCormack, Toby Gifford, Patrick Hutchings |
| 2019 | Camera Obscurer: Generative Art for Design Inspiration. Dilpreet Singh, Nina Rajcic, Simon Colton, Jon McCormack |
| 2019 | Comparing Models for Harmony Prediction in an Interactive Audio Looper. Benedikte Wallace, Charles P. Martin |
| 2019 | Computational Intelligence in Music, Sound, Art and Design - 8th International Conference, EvoMUSART 2019, Held as Part of EvoStar 2019, Leipzig, Germany, April 24-26, 2019, Proceedings Anikó Ekárt, Antonios Liapis, María Luz Castro Pena |
| 2019 | Deep Learning Concepts for Evolutionary Art. Fazle Tanjil, Brian J. Ross |
| 2019 | Emojinating: Evolving Emoji Blends. João Miguel Cunha, Nuno Lourenço, João Correia, Pedro Martins, Penousal Machado |
| 2019 | EvoChef: Show Me What to Cook! Artificial Evolution of Culinary Arts. Hajira Jabeen, Nargis Tahara, Jens Lehmann |
| 2019 | Evolutionary Games for Audiovisual Works: Exploring the Demographic Prisoner's Dilemma. Stefano Kalonaris |
| 2019 | Evolutionary Multi-objective Training Set Selection of Data Instances and Augmentations for Vocal Detection. Igor Vatolkin, Daniel Stoller |
| 2019 | Exploring Transfer Functions in Evolved CTRNNs for Music Generation. Steffan Ianigro, Oliver Bown |
| 2019 | Paintings, Polygons and Plant Propagation. Misha Paauw, Daan van den Berg |
| 2019 | Stochastic Synthesizer Patch Exploration in Edisyn. Sean Luke |
| 2019 | Swarm-Based Identification of Animation Key Points from 2D-medialness Maps. Prashant Aparajeya, Frederic Fol Leymarie, Mohammad Majid al-Rifaie |
| 2019 | Tired of Choosing? Just Add Structure and Virtual Reality. Edward Easton, Ulysses Bernardet, Anikó Ekárt |