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subspace analysis

13 papers

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Co-occurring keywords

principal component analysis (316) linear subspace (15) feature extraction (1578) representation learning (6174) dimensionality reduction (720) motion signature (1) relative transformation (3) evoked response (1) patch covariance matrix (1) singular spectrum analysis (2)

Papers

PED-ANOVA: Efficiently Quantifying Hyperparameter Importance in Arbitrary Subspaces IJCAI 2023
A Subspace-Based Analysis of Structured and Unstructured Representations in Image-Text Retrieval EMNLP 2022
The Geometry of Multilingual Language Model Representations EMNLP 2022
The Low-Dimensional Linear Geometry of Contextualized Word Representations CONLL 2021
Discriminative Singular Spectrum Analysis for Bioacoustic Classification INTERSPEECH 2020
Multiple Independent Subspace Clusterings AAAI 2019
Spectral Subspace Analysis for Automatic Assessment of Pathological Speech Intelligibility INTERSPEECH 2019
An Efficient Statistical Method for Image Noise Level Estimation ICCV 2015
Grassmann Averages for Scalable Robust PCA CVPR 2014
Kernel-PCA Analysis of Surface Normals for Shape-from-Shading CVPR 2014
Articulated and Restricted Motion Subspaces and Their Signatures CVPR 2013
Inferring Stimulus Selectivity from the Spatial Structure of Neural Network Dynamics NIPS 2010
Towards a general independent subspace analysis NIPS 2006