← Search

Alex M Tseng

2 accepted papers

2024

Feedback Efficient Online Fine-Tuning of Diffusion Models

ICML 2024poster

Diffusion models excel at modeling complex data distributions, including those of images, proteins, and small molecules. However, in many cases, our goal is to model parts of the distribution that maximize certain properties: for example, we may want to generate images with high aesthetic quality, o…

Cited by 26SourcePDFScholar
2024

GFlowNet Assisted Biological Sequence Editing

NeurIPS 2024poster

Editing biological sequences has extensive applications in synthetic biology and medicine, such as designing regulatory elements for nucleic-acid therapeutics and treating genetic disorders. The primary objective in biological-sequence editing is to determine the optimal modifications to a sequence…

Cited by 1SourcePDFScholar