Tristan Bepler
5 papers · 2019–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Keywords
variational autoencoder
(2)
representation learning
(1)
3d reconstruction
(1)
variational inference
(1)
transfer learning
(1)
pose estimation
(1)
protein sequence
(1)
latent representation
(1)
autoregressive model
(1)
disentangled representation
(1)
protein language model
(1)
group equivariance
(1)
protein structure
(1)
position embedding
(1)
multiple sequence alignment
(1)
translation invariance
(1)
rotation invariance
(1)
structural similarity
(1)
contact map prediction
(1)
bidirectional long short-term memory
(1)
Papers
PoET: A generative model of protein families as sequences-of-sequences
NeurIPS 2023
Unsupervised Object Representation Learning using Translation and Rotation Group Equivariant VAE
NeurIPS 2022
Reconstructing continuous distributions of 3D protein structure from cryo-EM images
ICLR 2020
Explicitly disentangling image content from translation and rotation with spatial-VAE
NeurIPS 2019
Learning protein sequence embeddings using information from structure
ICLR 2019