Dr. Rafael Wampfler

Dr. Rafael Wampfler

Senior Researcher & Lecturer

I am a Senior Researcher & Lecturer at the Computer Graphics Laboratory of ETH Zurich, and a Research Consultant at Disney Research. I lead the Digital Character AI team at CGL and, as PI of an SNF Ambizione grant, a line of generative models that produce expressive 3D facial animation from speech and text under explicit control of emotion and expression. My research interests include conversational digital characters, generative animation, affective computing, human-computer interaction, and applied machine learning.

My vision is to create intelligent digital humans that can naturally communicate, understand, and support people across domains such as education and mental health. My research focuses on multimodal artificial intelligence for interactive digital humans, developing models that combine large language models, affective computing, and data-driven animation to create embodied conversational agents endowed with autonomous agency, consistent values, and beliefs.

My work bridges machine learning, human–computer interaction, and computer graphics to enable AI systems such as Digital Einstein and interactive patient avatars for psychotherapy training and health education.

Affective State Prediction in a Mobile Setting using Wearable Biometric Sensors and Stylus

Affective state prediction during mobile learning using wearable biometric sensors and stylus interaction data. EDM 2019.

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Rafael Wampfler
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Efficient Feature Embeddings for Student Classification with Variational Auto-encoders

Variational autoencoder-based feature embeddings for student classification in educational data mining settings. EDM 2017.

S. Klingler
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