Xue-xin Wei
8 papers · 2012–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (13) π Interdisciplinary Bridge π Conference Polyglot (3) π§ Keyword Pioneer π Cross-Pollinator (15)
πΊοΈ
Taxonomy Completionist
(13)
π
Conference Pioneer
Conferences
NIPS (4)
ICLR (3)
AISTATS (1)
Top co-authors
Keywords
representation learning
(1)
bayesian inference
(1)
neural coding
(1)
population coding
(1)
efficient coding
(1)
neural activity
(1)
neural population activity
(1)
perceptual inference
(1)
neural population coding
(1)
prior distribution
(1)
stimulus distribution
(1)
likelihood function
(1)
latent variable model
(1)
latent representation
(1)
variational autoencoder
(1)
lie group
(1)
grid cell
(1)
posterior collapse
(1)
perceptual bia
(1)
group representation
(1)
Papers
On Conformal Isometry of Grid Cells: Learning Distance-Preserving Position Embedding
ICLR 2025
Covariate-informed Representation Learning to Prevent Posterior Collapse of iVAE
AISTATS 2023
On Path Integration of Grid Cells: Group Representation and Isotropic Scaling
NIPS 2021
Learning identifiable and interpretable latent models of high-dimensional neural activity using pi-VAE
NIPS 2020
Emergence of functional and structural properties of the head direction system by optimization of recurrent neural networks
ICLR 2020
Emergence of grid-like representations by training recurrent neural networks to perform spatial localization
ICLR 2018
Efficient Neural Codes under Metabolic Constraints
NIPS 2016
Efficient coding provides a direct link between prior and likelihood in perceptual Bayesian inference
NIPS 2012