Chin-Yi Cheng is a Principal Research Scientist at Autodesk AI Lab. His research interest is to explore how human and machine learning algorithms can work together to solve design problems. Chin-Yi also believes that design is a perfect playground for machine learning research.

Keywords: AI and Machine Learning Based Design Tools

Talk Title: Co-design with AI
Is automating everything the only goal when applying AI? Can we instead augment human creativity by freeing creators from mundane tasks? In this talk, Chin-Yi will dive into the architectural design workflows and demonstrate examples of ML-based interactive design tools, such as House-GAN. He will also discuss how new ideas and interesting research topics in machine learning can emerge from solving design-related problems.

Open to CMU:
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