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Convolutional Neural Networks Analyzed via Convolutional Sparse Coding

, , and . (2016)cite arxiv:1607.08194.

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Projecting on to the Multi-Layer Convolutional Sparse Coding Model., , , and . ICASSP, page 6757-6761. IEEE, (2018)Principal Uncertainty Quantification with Spatial Correlation for Image Restoration Problems., , , , and . CoRR, (2023)Early Time Classification with Accumulated Accuracy Gap Control., , , , and . CoRR, (2024)Unified Single-Image and Video Super-Resolution via Denoising Algorithms., , and . IEEE Trans. Image Process., 28 (12): 6063-6076 (2019)Example-Based Image Synthesis via Randomized Patch-Matching., , and . CoRR, (2016)Training Uncertainty-Aware Classifiers with Conformalized Deep Learning., , , and . NeurIPS, (2022)Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging., , , , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 717-730. PMLR, (2022)An Asymptotic Test for Conditional Independence using Analytic Kernel Embeddings., , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 19328-19346. PMLR, (2022)Coordinated Double Machine Learning., , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 6499-6513. PMLR, (2022)Con-Patch: When a Patch Meets Its Context., and . IEEE Trans. Image Process., 25 (9): 3967-3978 (2016)