Interactive Human-Machine Collaboration:Introduced a stylus-based interface that facilitates real-time interaction between human sketches and machine-generated reinterpretations, investigating the unexplored gap between modes of creation where human intent, agency, or control can be either lost or mitigated.
Generative Creativity Framework:Developed a hybrid system combining a sequence-to-sequence variational autoencoder (VAE) with rule-based generative models, enabling nuanced transformations of human input across both local and global axes to explore diverse creative outputs.
Speculative Exploration of Creative Agency:Visualized the spectrum of human-machine collaboration, from harmonious co-creation to complete divergence, provoking critical speculation on the boundaries of creative ownership and intent.
Generative Creativity Framework:Developed a hybrid system combining a sequence-to-sequence variational autoencoder (VAE) with rule-based generative models, enabling nuanced transformations of human input across both local and global axes to explore diverse creative outputs.
Speculative Exploration of Creative Agency:Visualized the spectrum of human-machine collaboration, from harmonious co-creation to complete divergence, provoking critical speculation on the boundaries of creative ownership and intent.
