Author

Daiyao Yi

University of FloridaORCID 0009-0000-9326-4985Unclaimed ORCID profile · follow to get notified of new preprints

Additional preprints under this name without ORCID

Daiyao Yi1 paper · University of Michigan

Biology Disciplines

Click to filter author papers

Neuroscience· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:dimensionality reduction· 1 Approach:statistical model· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Anne K. ChurchlandiD· 1 shared Nancy Padilla-CoreanoiD· 1 shared Shreya SaxenaiD· 1 shared Simon MusalliD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperNeuroscience

Anne K. ChurchlandORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

NeurosciencebioRxivPreprintSep 1, 2022

Disentangled multi-subject and social behavioral representations through a constrained subspace variational autoencoder (CS-VAE)

Daiyao Yi, Simon Musall, Anne K. Churchland…·Shreya Saxena

This paper introduces a constrained subspace variational autoencoder (CS-VAE) to disentangle individual and social behavioral features in multi-subject settings, enabling analysis of latent variables for downstream tasks.

1 citation

variational autoencoderstatistical model

𝕏 PostBluesky