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spectral decomposition

58 papers

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Co-occurring keywords

representation learning (6206) spectral method (204) neural network (6616) dynamical system (398) tensor decomposition (375) topic model (290) koopman operator (38) kernel methods (1097) fourier transform (97) reproducing kernel hilbert space (334)

Papers

On the Effect of Auxiliary Tasks on Representation Dynamics AISTATS 2021
ARAPReg: An As-Rigid-As Possible Regularization Loss for Learning Deformable Shape Generators ICCV 2021
Spectrum Dependent Learning Curves in Kernel Regression and Wide Neural Networks ICML 2020
Deeply Learned Spectral Total Variation Decomposition NIPS 2020
Semi-Supervised Multi-Modal Learning with Balanced Spectral Decomposition AAAI 2020
Frequency Bias in Neural Networks for Input of Non-Uniform Density ICML 2020
Specializing Word Vectors by Spectral Decomposition on Heterogeneously Twisted Graphs COLING 2020
Adaptive Learning of Rank-One Models for Efficient Pairwise Sequence Alignment NIPS 2020
Channel-Wise Subband Input for Better Voice and Accompaniment Separation on High Resolution Music INTERSPEECH 2020
State Aggregation Learning from Markov Transition Data NIPS 2019
Iterative Spectral Method for Alternative Clustering AISTATS 2018
A Spectral Approach to Gradient Estimation for Implicit Distributions ICML 2018
SMAC: Simultaneous Mapping and Clustering Using Spectral Decompositions ICML 2018
A Biresolution Spectral Framework for Product Quantization CVPR 2018
Learning filter widths of spectral decompositions with wavelets NIPS 2018
Continuous Word Embedding Fusion via Spectral Decomposition CONLL 2018
Tandem Anchoring: a Multiword Anchor Approach for Interactive Topic Modeling ACL 2017
Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition NIPS 2017
On Robustness of Kernel Clustering NIPS 2016
Learning HMMs with Nonparametric Emissions via Spectral Decompositions of Continuous Matrices NIPS 2016
Learning Nonlinear Spectral Filters for Color Image Reconstruction ICCV 2015
A Statistical Model of Riemannian Metric Variation for Deformable Shape Analysis CVPR 2015
Double Nyström Method: An Efficient and Accurate Nyström Scheme for Large-Scale Data Sets ICML 2015
Model Selection for Topic Models via Spectral Decomposition AISTATS 2015
Stochastic Spectral Descent for Restricted Boltzmann Machines AISTATS 2015