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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

Multispectral Demosaicing via Dual Cameras ICCV 2025
Enhancing Long-and Short-Term Representations for Next POI Recommendations via Frequency and Hierarchical Contrastive Learning AAAI 2025
A Random Matrix Approach to Low-Multilinear-Rank Tensor Approximation JMLR 2025
On the Complexity-Faithfulness Trade-off of Gradient-Based Explanations ICCV 2025
Rethinking Cancer Gene Identification Through Graph Anomaly Analysis AAAI 2025
Analytical-Chemistry-Informed Transformer for Infrared Spectra Modeling AAAI 2025
3D Shape Completion using Multi-Resolution Spectral Encoding WACV 2025
Evaluating Text Generation Quality Using Spectral Distances of Surprisal EMNLP 2025
Boosting LLM’s Molecular Structure Elucidation with Knowledge Enhanced Tree Search Reasoning ACL 2025
HSOD-BIT-V2: A Challenging Benchmark for Hyperspectral Salient Object Detection AAAI 2025
Beta Sampling is All You Need: Efficient Image Generation Strategy for Diffusion Models using Stepwise Spectral Analysis WACV 2025
Robust Adverse Weather Removal via Spectral-based Spatial Grouping ICCV 2025
Dynamic Spectral Graph Anomaly Detection AAAI 2025
GBGC: Efficient and Adaptive Graph Coarsening via Granular-ball Computing IJCAI 2025
Multi-Shape Matching with Cycle Consistency Basis via Functional Maps AAAI 2025
Pixel-Wise Shuffling with Collaborative Sparsity for Melanoma Hyperspectral Image Classification WACV 2025
SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue Gaps IJCAI 2025
Spectral Motion Alignment for Video Motion Transfer Using Diffusion Models AAAI 2025
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models ACL 2025
OSMamba: Omnidirectional Spectral Mamba with Dual-Domain Prior Generator for Exposure Correction CVPR 2025
Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning CVPR 2024
Spectrum AUC Difference (SAUCD): Human-aligned 3D Shape Evaluation CVPR 2024
Intrinsic Phase-Preserving Networks for Depth Super Resolution AAAI 2024
A Comprehensive Analysis on the Learning Curve in Kernel Ridge Regression NIPS 2024
WaveNet: Tackling Non-stationary Graph Signals via Graph Spectral Wavelets AAAI 2024