Tristan Bepler
5 papers · 2019–2023 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (3)
ICLR (2)
Top co-authors
Keywords
variational autoencoder
(2)
transfer learning
(1)
pose estimation
(1)
latent representation
(1)
autoregressive model
(1)
disentangled representation
(1)
protein language model
(1)
group equivariance
(1)
multiple sequence alignment
(1)
translation invariance
(1)
rotation invariance
(1)
object representation
(1)
variant function prediction
(1)
unsupervised learning
(1)
group equivariant vae
(1)
Papers
PoET: A generative model of protein families as sequences-of-sequences
NIPS 2023
Unsupervised Object Representation Learning using Translation and Rotation Group Equivariant VAE
NIPS 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
NIPS 2019
Learning protein sequence embeddings using information from structure
ICLR 2019