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