Yue Song
Post-doc
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Contact & Online Profiles
Papers
ICLR 2025
Understanding Matrix Function Normalizations in Covariance Pooling from the Lens of Riemannian Geometry
Authors: Ziheng Chen, Yue Song, Xiaojun Wu, Gaowen Liu, Niculae Sebe
CVPR 2024
Riemannian Multinomial Logistics Regression for SPD Neural Networks
Authors: Ziheng Chen, Yue Song, Gaowen Liu, Ramana Rao Kompella, Xiaojun Wu, Niculae Sebe
ICLR 2024
A Lie Group Approach to Riemannian Batch Normalization
Authors: Ziheng Chen, Yue Song, Yunmei Liu, Niculae Sebe
TIP 2024
Adaptive Log-Euclidean Metrics for SPD Matrix Learning
Authors: Ziheng Chen, Yue Song, Tianyang Xu, Zhiwu Huang, Xiao-Jun Wu, Niculae Sebe
CVPR 2023
Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers
Authors: Bin Ren, Yahui Liu, Yue Song, Wei Bi, Rita Cucchiara, Niculae Sebe, Wei Wang
ICCV 2023
Householder Projector for Unsupervised Latent Semantics Discovery
Authors: Yue Song, Jichao Zhang, Niculae Sebe, Wei Wang
ICML 2023
Latent Traversals in Generative Models as Potential Flows
Authors: Yue Song, T. Anderson Keller, Niculae Sebe, Max Welling
NeurIPS 2023
Flow Factorized Representation Learning
Authors: Yue Song, T. Anderson Keller, Niculae Sebe, Max Welling
ECCV 2022
Batch-efficient Eigen Decomposition for Small and Medium Matrices
Authors: Yue Song, Niculae Sebe, Wei Wang
IEEE TPAMI 2022
Fast Differentiable Matrix Square Root and Inverse Square Root
Authors: Yue Song, Niculae Sebe, Wei Wang
IEEE TPAMI 2022
On the Eigenvalues of Global Covariance Pooling for Fine-grained Visual Recognition
Authors: Yue Song, Niculae Sebe, Wei Wang
IEEE TPAMI 2022
Orthogonal SVD Covariance Conditioning and Latent Disentanglement.
Authors: Yue Song, Niculae Sebe, Wei Wang
NeurIPS 2022
RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection
Authors: Yue Song, Niculae Sebe, Wei Wang