Yiyi Yu
3 papers · 2020–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
Venues
Top co-authors
Research topics
Keywords
latent variable model
(2)
variational inference
(2)
gaussian process
(1)
gaussian process factor analysis
(1)
neural population activity
(1)
neural spiking data
(1)
non-conjugate model
(1)
generative pre-trained transformer
(1)
polynomial approximation
(1)
few-shot fine-tuning
(1)
spatio-temporal generation
(1)
gaussian process factor model
(1)
signal noise separation
(1)
factor analysis
(1)
spike count data
(1)
multimodal learning
(1)
Papers
Neuroformer: Multimodal and Multitask Generative Pretraining for Brain Data
ICLR 2024
Efficient Non-conjugate Gaussian Process Factor Models for Spike Count Data using Polynomial Approximations
ICML 2020
Identifying signal and noise structure in neural population activity with Gaussian process factor models
NeurIPS 2020