Xue-xin Wei
8 papers · 2012–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
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Keyword Champion
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Topic Evolution
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Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Deep Learning
(5)
Core AI
(4)
Interdisciplinary
(3)
Architectures
(3)
Optimization & Theory
(3)
Cognitive Science
(2)
Core Methods
(2)
Models
(2)
Science
(2)
Bayesian & Probabilistic Β· Machine Learning
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Learning Types
(1)
Keywords
grid cell
(3)
recurrent neural network
(3)
neural coding
(1)
population coding
(1)
neural network optimization
(1)
efficient coding
(1)
neural activity
(1)
distance preservation
(1)
neural population activity
(1)
spatial localization
(1)
perceptual inference
(1)
neural population coding
(1)
neural population
(1)
prior distribution
(1)
stimulus distribution
(1)
neural representation
(1)
likelihood function
(1)
latent variable model
(1)
latent representation
(1)
spatial 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
NeurIPS 2021
Emergence of functional and structural properties of the head direction system by optimization of recurrent neural networks
ICLR 2020
Learning identifiable and interpretable latent models of high-dimensional neural activity using pi-VAE
NeurIPS 2020
Emergence of grid-like representations by training recurrent neural networks to perform spatial localization
ICLR 2018
Efficient Neural Codes under Metabolic Constraints
NeurIPS 2016
Efficient coding provides a direct link between prior and likelihood in perceptual Bayesian inference
NeurIPS 2012