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parametric learning

5 papers

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minimum excess risk (1) neural network (1) regularizer optimization (1) jpeg deblocking (1) long-tailed recognition (1) surrogate optimization (1) super resolution (1) data-driven method (1) leave-one-out cross-validation (1) information-theoretic bound (1)

Papers

Functional Neural Networks for Parametric Image Restoration Problems NeurIPS 2021 Parametric Contrastive Learning ICCV 2021 Rate-Distortion Analysis of Minimum Excess Risk in Bayesian Learning ICML 2021 Parametric Majorization for Data-Driven Energy Minimization Methods ICCV 2019 On Optimal Generalizability in Parametric Learning NeurIPS 2017