conftrace_

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

Mechanistic Dissection of Cross-Attention Subspaces in Text-to-Image Diffusion Models AAAI 2026

SpecDetect: Simple, Fast, and Training-Free Detection of LLM-Generated Text via Spectral Analysis AAAI 2026

T3former: Temporal Graph Classification with Topological Machine Learning AAAI 2026

SSCL: Adversarially Guided Image Compression via Semantic and Spectral Consistency Learning AAAI 2026

Revealing Hidden Failure Modes in Chest X-ray Classification via Spectral Domain Analysis MIDL 2026

HiFi-Mamba: Dual-Stream ?-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction AAAI 2026

Covariance Scattering Transforms AAAI 2026

SVGL: Scale-Variable Graph Learning in Model Space for Multivariate Time Series Classification AAAI 2026

T3Time: Tri-Modal Time Series Forecasting via Adaptive Multi-Head Alignment and Residual Fusion AAAI 2026

Any-Optical-Model: A Universal Foundation Model for Optical Remote Sensing AAAI 2026

HiSVD: Principled Low-Rank Approximation of LLMs via Hierarchical Modeling of Information Capacity and Spectral Structure ACL 2026

Spectral Characterization and Mitigation of Sequential Knowledge Editing Collapse ACL 2026

Adaptive Fidelity Estimation for Quantum Programs with Graph-Guided Noise Awareness AAAI 2026

Exposing DeepFakes via Hyperspectral Domain Mapping (Student Abstract) AAAI 2026

Spectral Property-Driven Data Augmentation for Hyperspectral Single-Source Domain Generalization AAAI 2026

From Semantics to Spectrum: A New Lens on Graph Augmentation Strategy AAAI 2026

SchellingFormer: Laplacian Matrix-guided Geometric Transformer for Robust Schelling Point Detection AAAI 2026

High-Pass Matters: Theoretical Insights and Sheaflet-Based Design for Hypergraph Neural Networks AAAI 2026

Bi-Spectrum Distillation: Addressing Spectral Mismatch in ANN-SNN Knowledge Transfer AAAI 2026

One for All: Synthesis-Free Fingerprint Learning for Attribution of In-the-Wild Synthetic Images AAAI 2026

Dynamic Spectral Graph Anomaly Detection AAAI 2025

Harnessing Frequency Spectrum Insights for Image Copyright Protection Against Diffusion Models CVPR 2025

Analytical-Chemistry-Informed Transformer for Infrared Spectra Modeling AAAI 2025

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models ACL 2025

Hallucination Detection in LLMs Using Spectral Features of Attention Maps EMNLP 2025