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Scalable Convolutional Dictionary Learning with constrained Recurrent Sparse Auto-encoders.

, , and . MLSP, page 1-6. IEEE, (2018)

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Convolutional dictionary learning based auto-encoders for natural exponential-family distributions., , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 9493-9503. PMLR, (2020)Scalable Convolutional Dictionary Learning with constrained Recurrent Sparse Auto-encoders., , and . MLSP, page 1-6. IEEE, (2018)Randnet: Deep Learning with Compressed Measurements of Images., , and . MLSP, page 1-6. IEEE, (2019)Stable and Interpretable Unrolled Dictionary Learning., and . Trans. Mach. Learn. Res., (2022)PUDLE: Implicit Acceleration of Dictionary Learning by Backpropagation., and . CoRR, (2021)Probabilistic Unrolling: Scalable, Inverse-Free Maximum Likelihood Estimation for Latent Gaussian Models., , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 21153-21181. PMLR, (2023)Deep Residual Auto-Encoders for Expectation Maximization-based Dictionary Learning., , and . CoRR, (2019)Learning Filter-Based Compressed Blind-Deconvolution., , , and . CoRR, (2022)A Training Framework for Stereo-Aware Speech Enhancement Using Deep Neural Networks., and . ICASSP, page 6962-6966. IEEE, (2022)Fourier Neural Operators for Learning Dynamics in Quantum Spin Systems., , , , , and . CoRR, (2024)