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Aug 2026
Geometry-Preserving Supervised Biological Sequence Design
A geometry-preserving variational autoencoder framework, called PrIVAE, which learns latent sequence embeddings that respect the geometry of their property space, and model the property space as a high-dimensional manifold that can be locally approximated by a nearest neighbor graph.
Elham Sadeghi, I-Hsin Lin, Xian-Qi Deng et al.
· Proceedings of the 32nd ACM... · 0 citations