conftrace_

fourier analysis

53 papers

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Co-occurring keywords

neural network (6616) fourier transform (97) neural network optimization (1293) implicit neural representation (271) diffusion model (3751) frequency domain (267) fourier domain (27) image restoration (1517) probabilistic modeling (852) stochastic gradient descent (1091)

Papers

SpecQuant: Spectral Decomposition and Adaptive Truncation for Ultra-Low-Bit LLMs Quantization AAAI 2026
Explainable Synthetic Image Detection Through Diffusion Timestep Ensembling AAAI 2026
SAFE: Semantic- and Frequency-Enhanced Curriculum for Cross-Domain Deepfake Detection AAAI 2026
Representing Sounds as Neural Amplitude Fields: A Benchmark of Coordinate-MLPs and a Fourier Kolmogorov-Arnold Framework AAAI 2025
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
Symbolic Neural Ordinary Differential Equations AAAI 2025
Evaluating Text Generation Quality Using Spectral Distances of Surprisal EMNLP 2025
Semantic Watermarking Reinvented: Enhancing Robustness and Generation Quality with Fourier Integrity ICCV 2025
How Control Information Influences Multilingual Text Image Generation and Editing? NIPS 2024
BANF: Band-Limited Neural Fields for Levels of Detail Reconstruction CVPR 2024
Fourier Priors-Guided Diffusion for Zero-Shot Joint Low-Light Enhancement and Deblurring CVPR 2024
Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space ACL 2024
Detecting Structured Language Alternations in Historical Documents by Combining Language Identification with Fourier Analysis EACL 2024
A Fourier Perspective of Feature Extraction and Adversarial Robustness IJCAI 2024
How much does Initialization Affect Generalization? ICML 2023
GloptiNets: Scalable Non-Convex Optimization with Certificates NIPS 2023
Multiplicative Fourier Level of Detail CVPR 2023
FACE: Evaluating Natural Language Generation with Fourier Analysis of Cross-Entropy NIPS 2023
On Testing and Learning Quantum Junta Channels COLT 2023
Implicit Bias of Linear Equivariant Networks ICML 2022
Fourier Analysis-based Iterative Combinatorial Auctions IJCAI 2022
Non-Convex Optimization with Certificates and Fast Rates Through Kernel Sums of Squares COLT 2022
Fourier Document Restoration for Robust Document Dewarping and Recognition CVPR 2022
On the Frequency-bias of Coordinate-MLPs NIPS 2022