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spectral regularization

22 papers

Papers

Confusion-Aware Spectral Regularizer for Long-Tailed Recognition CVPR 2026 Sheaf Graph Neural Networks via PAC-Bayes Spectral Optimization AAAI 2026 Taming Generative Diffusion Model for Task-Oriented Infrared Imaging CVPR 2026 Learning Continually by Spectral Regularization ICLR 2025 Differentiable Weightless Neural Networks ICML 2024 Optimal Rates for Vector-Valued Spectral Regularization Learning Algorithms NeurIPS 2024 The good, the bad and the ugly sides of data augmentation: An implicit spectral regularization perspective JMLR 2024 Graph Domain Adaptation via Theory-Grounded Spectral Regularization ICLR 2023 Watch Your Up-Convolution: CNN Based Generative Deep Neural Networks Are Failing to Reproduce Spectral Distributions CVPR 2020 Spectral Regularization for Combating Mode Collapse in GANs ICCV 2019 Parallelizing Spectrally Regularized Kernel Algorithms JMLR 2018 Spectral Norm Regularization of Orthonormal Representations for Graph Transduction NeurIPS 2015 Spectral Regularization for Max-Margin Sequence Tagging ICML 2014 Probabilistic Low-Rank Matrix Completion with Adaptive Spectral Regularization Algorithms NeurIPS 2013 Calibrated Elastic Regularization in Matrix Completion NeurIPS 2012 Selecting Diverse Features via Spectral Regularization NeurIPS 2012 Linear Algorithms for Online Multitask Classification JMLR 2010 On Spectral Learning JMLR 2010 Spectral Regularization Algorithms for Learning Large Incomplete Matrices JMLR 2010 Spectral Regularization for Support Estimation NeurIPS 2010 A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization JMLR 2009 A Spectral Regularization Framework for Multi-Task Structure Learning NeurIPS 2007