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Papers
Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification
AAAI 2025
DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution
CVPR 2025
Fourier Position Embedding: Enhancing Attention’s Periodic Extension for Length Generalization
ICML 2025
Graph Neural Networks Are More Than Filters: Revisiting and Benchmarking from A Spectral Perspective
ICLR 2025
RIFLEx: A Free Lunch for Length Extrapolation in Video Diffusion Transformers
ICML 2025
SpectralAR: Spectral Autoregressive Visual Generation
ICCV 2025
DCDepth: Progressive Monocular Depth Estimation in Discrete Cosine Domain
NeurIPS 2024
Frequency Guidance Matters in Few-Shot Learning
ICCV 2023
Which Layer is Learning Faster? A Systematic Exploration of Layer-wise Convergence Rate for Deep Neural Networks
ICLR 2023
A Computable Definition of the Spectral Bias
AAAI 2022
RDA: Robust Domain Adaptation via Fourier Adversarial Attacking
ICCV 2021