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fourier analysis

63 papers

Papers

Data Augmentation: A Fourier Analysis Perspective COLT 2026 Explainable Synthetic Image Detection Through Diffusion Timestep Ensembling AAAI 2026 Information-Theoretic Thresholds for Bipartite Latent-Space Graphs Under Noisy Observations COLT 2026 On the Statistical Query Complexity of Learning Semiautomata: a Random Walk Approach COLT 2026 SAFE: Semantic- and Frequency-Enhanced Curriculum for Cross-Domain Deepfake Detection AAAI 2026 SpecQuant: Spectral Decomposition and Adaptive Truncation for Ultra-Low-Bit LLMs Quantization AAAI 2026 Active Fourier Auditor for Estimating Distributional Properties of ML Models AAAI 2025 Affirm: Interactive Mamba with Adaptive Fourier Filters for Long-term Time Series Forecasting AAAI 2025 Evaluating Text Generation Quality Using Spectral Distances of Surprisal EMNLP 2025 On the Fourier analysis in the SO(3) space : the EquiLoPO Network ICLR 2025 Position: Spectral GNNs Rely Less on Graph Fourier Basis than Conceived ICML 2025 Representing Sounds as Neural Amplitude Fields: A Benchmark of Coordinate-MLPs and a Fourier Kolmogorov-Arnold Framework AAAI 2025 Semantic Watermarking Reinvented: Enhancing Robustness and Generation Quality with Fourier Integrity ICCV 2025 Symbolic Neural Ordinary Differential Equations AAAI 2025 Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space ACL 2024 A Fourier Perspective of Feature Extraction and Adversarial Robustness IJCAI 2024 BANF: Band-Limited Neural Fields for Levels of Detail Reconstruction CVPR 2024 Detecting Structured Language Alternations in Historical Documents by Combining Language Identification with Fourier Analysis EACL 2024 Fourier Priors-Guided Diffusion for Zero-Shot Joint Low-Light Enhancement and Deblurring CVPR 2024 From Fourier to Neural ODEs: Flow Matching for Modeling Complex Systems ICML 2024 How Control Information Influences Multilingual Text Image Generation and Editing? NeurIPS 2024 Implicit Neural Representations and the Algebra of Complex Wavelets ICLR 2024 Time Series Diffusion in the Frequency Domain ICML 2024 TSLANet: Rethinking Transformers for Time Series Representation Learning ICML 2024 FACE: Evaluating Natural Language Generation with Fourier Analysis of Cross-Entropy NeurIPS 2023