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Pinyao Liu

2 papers in the library · publishing 2022-2025

Papers

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DreamLLM-3D: Affective Dream Reliving using Large Language Model and 3D Generative AI

arXiv (Cornell University) February 13, 2025 Pinyao Liu, Keon Ju M. Lee, Alexander Steinmaurer et al. preprint

We present DreamLLM-3D, a composite multimodal AI system behind an immersive art installation for dream re-experiencing. It enables automated dream content analysis for immersive dream-reliving, by integrating a Large Language Model (LLM) with text-to-3D Generative AI. The LLM processes voiced dream reports to identify key dream entities (characters and objects), social interaction, and dream...

DOI: 10.48550/arxiv.2503.16439 (opens in new tab) Full text (opens in new tab) Dream Experiential learning Generative grammar Point geometry +6

Virtual Transcendent Dream: Empowering People through Embodied Flying in Virtual Reality

International Conference on Human Factors in Computing Systems April 27, 2022 Pinyao Liu, Ekaterina R. Stepanova, Alexandra Kitson et al.

Flying dreams have the potential to evoke a feeling of empowerment (or self-efficacy, confidence in our ability to succeed) and self-transcendent experience (STE), which have been shown to contribute to an individual’s overall well-being. However, these exceptional dreaming experiences remain difficult to induce at will. Inspired by the potential of Virtual Reality (VR) to support profound...