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researcher

Yuhta Takida

50 papers hereh-index 161.4k citations66 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author43

Across the 48 of 50 papers where every author was matched, so the position is known.

fields
  • cs.LG27
  • cs.CV12
  • cs.SD8
  • eess.AS2
  • cs.CL1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedConsistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion

16 citations · 65 across the 47 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.LG2021★ 1 cited

Preventing Oversmoothing in VAE via Generalized Variance Parameterization

Yuhta Takida, Wei-Hsiang Liao, Chieh-Hsin Lai +3

Variational autoencoders (VAEs) often suffer from posterior collapse, which is a phenomenon in which the learned latent space becomes uninformative. This is often related to the hy…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.