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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

A Comprehensive Analysis on the Learning Curve in Kernel Ridge Regression NIPS 2024
Self-supervised Debiasing Using Low Rank Regularization CVPR 2024
Exploring Syllable Discriminability during Diadochokinetic Task with Increasing Dysarthria Severity for Patients with Amyotrophic Lateral Sclerosis INTERSPEECH 2024
Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning CVPR 2024
Finsler-Laplace-Beltrami Operators with Application to Shape Analysis CVPR 2024
Supra-Laplacian Encoding for Transformer on Dynamic Graphs NIPS 2024
Dispersed Structured Light for Hyperspectral 3D Imaging CVPR 2024
BLIS-Net: Classifying and Analyzing Signals on Graphs AISTATS 2024
Generative Image Dynamics CVPR 2024
Generalized Tensor Decomposition for Understanding Multi-Output Regression under Combinatorial Shifts NIPS 2024
Explicitly Perceiving and Preserving the Local Geometric Structures for 3D Point Cloud Attack AAAI 2024
Intrinsic Phase-Preserving Networks for Depth Super Resolution AAAI 2024
Spectral Analysis of the Neural Tangent Kernel for Deep Residual Networks JMLR 2024
BERTground: A Transformer-Based Model of Background Spectra on the ISS-Based NICER Space Telescope AAAI 2024
FilterNet: Harnessing Frequency Filters for Time Series Forecasting NIPS 2024
Accurate Parameter Estimation for Safety-Critical Systems with Unmodeled Dynamics (Abstract Reprint) AAAI 2024
Tight Convergence Rate Bounds for Optimization Under Power Law Spectral Conditions JMLR 2024
Top-$K$ ranking with a monotone adversary COLT 2024
Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress? NIPS 2024
Estimation of the Order of Non-Parametric Hidden Markov Models using the Singular Values of an Integral Operator JMLR 2024
EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation CVPR 2024
FedSSP: Federated Graph Learning with Spectral Knowledge and Personalized Preference NIPS 2024
SpectralCLIP: Preventing Artifacts in Text-Guided Style Transfer From a Spectral Perspective WACV 2024
Spectral Meets Spatial: Harmonising 3D Shape Matching and Interpolation CVPR 2024
Subspace Defense: Discarding Adversarial Perturbations by Learning a Subspace for Clean Signals COLING 2024