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spectral analysis

239 papers

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Co-occurring keywords

graph neural network (3962) representation learning (6206) spectral method (204) kernel methods (1097) neural network (6616) hyperspectral imaging (82) graph laplacian (109) frequency domain (267) acoustic analysis (182) image restoration (1517)

Papers

Spectral Enhanced Rectangle Transformer for Hyperspectral Image Denoising CVPR 2023
Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts NIPS 2023
Does Graph Distillation See Like Vision Dataset Counterpart? NIPS 2023
Moments, Random Walks, and Limits for Spectrum Approximation COLT 2023
Wavelength-Aware 2D Convolutions for Hyperspectral Imaging WACV 2023
Rethinking Fast Fourier Convolution in Image Inpainting ICCV 2023
Transvelar Nasal Coupling Contributing to Speaker Characteristics in Non-nasal Vowels INTERSPEECH 2023
Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions AAAI 2023
Facilitating Graph Neural Networks with Random Walk on Simplicial Complexes NIPS 2023
An Inductive Bias for Tabular Deep Learning NIPS 2023
Don’t just prune by magnitude! Your mask topology is a secret weapon NIPS 2023
Hyper-Skin: A Hyperspectral Dataset for Reconstructing Facial Skin-Spectra from RGB Images NIPS 2023
Spectral Evolution and Invariance in Linear-width Neural Networks NIPS 2023
Learning better with Dale’s Law: A Spectral Perspective NIPS 2023
Sharp Spectral Rates for Koopman Operator Learning NIPS 2023
Toward L_∞Recovery of Nonlinear Functions: A Polynomial Sample Complexity Bound for Gaussian Random Fields COLT 2023
Are retroflex-to-dental sibilant substitutions in Polish children's speech an example of a covert contrast? A preliminary acoustic study INTERSPEECH 2023
Sublinear-Time Clustering Oracle for Signed Graphs ICML 2022
Spectral Probing EMNLP 2022
Kernel Autocovariance Operators of Stationary Processes: Estimation and Convergence JMLR 2022
A spectral-based analysis of the separation between two-layer neural networks and linear methods JMLR 2022
Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion ICML 2022
BACON: Band-Limited Coordinate Networks for Multiscale Scene Representation CVPR 2022
Positively Weighted Kernel Quadrature via Subsampling NIPS 2022
fGOT: Graph Distances Based on Filters and Optimal Transport AAAI 2022