Wei, Xue-Xin

10 publications

ICLR 2025 On Conformal Isometry of Grid Cells: Learning Distance-Preserving Position Embedding Dehong Xu, Ruiqi Gao, Wenhao Zhang, Xue-Xin Wei, Ying Nian Wu

NeurIPS 2025 Quantifying Task-Relevant Similarities in Representations Using Decision Variable Correlations Yu Eric Qian, Wilson S. Geisler, Xue-Xin Wei

AISTATS 2023 Covariate-Informed Representation Learning to Prevent Posterior Collapse of iVAE Young-Geun Kim, Ying Liu, Xue-Xin Wei

NeurIPSW 2022 Conformal Isometry of Lie Group Representation in Recurrent Network of Grid Cells Dehong Xu, Ruiqi Gao, Wenhao Zhang, Xue-Xin Wei, Ying Nian Wu

NeurIPS 2021 On Path Integration of Grid Cells: Group Representation and Isotropic Scaling Ruiqi Gao, Jianwen Xie, Xue-Xin Wei, Song-Chun Zhu, Ying Nian Wu

ICLR 2020 Emergence of Functional and Structural Properties of the Head Direction System by Optimization of Recurrent Neural Networks Christopher J. Cueva, Peter Y. Wang, Matthew Chin, Xue-Xin Wei

NeurIPS 2020 Learning Identifiable and Interpretable Latent Models of High-Dimensional Neural Activity Using Pi-VAE Ding Zhou, Xue-Xin Wei

ICLR 2018 Emergence of Grid-like Representations by Training Recurrent Neural Networks to Perform Spatial Localization Christopher J. Cueva, Xue-Xin Wei

NeurIPS 2016 Efficient Neural Codes Under Metabolic Constraints Zhuo Wang, Xue-Xin Wei, Alan Stocker, Daniel D Lee

NeurIPS 2012 Efficient Coding Provides a Direct Link Between Prior and Likelihood in Perceptual Bayesian Inference Xue-xin Wei, Alan Stocker