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Seminars
- FIELD
- AI and Natural Sciences
- DATE
-
Feb 20 (Tue), 2024
- TIME
- 14:00 ~ 16:00
- PLACE
- 7323
- SPEAKER
- 임성빈
- HOST
- Choi, Jaewoong
- INSTITUTE
- 고려대학교
- TITLE
- Score-based Generative Models in Hilbert Spaces
- ABSTRACT
- Diffusion models have recently received great attention in probabilistic machine learning research due to their various theoretical advantages and remarkable applications in generative AI. The time-reversal theory of diffusion processes is at the core of diffusion models, but research has mainly focused on finite-dimensional spaces. In this talk, we introduce a recent theoretical advance in score-based generative modeling based on the time-reversal theory in Hilbert spaces.
- FILE
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