- J. Sulam, V. Papyan, Y. Romano and M. Elad, Multi-Layer Convolutional Sparse Modeling: Pursuit and Dictionary Learning, arXiv, 2017.
- V. Papyan, Y. Romano, J. Sulam and M. Elad, Convolutional Dictionary Learning via Local Processing, accepted to ICCV, 2017. [code]
- V. Papyan and R. Talmon, Multimodal Latent Variable Analysis, accepted to Elsevier Journal of Signal Processing, 2016.
- V. Papyan*, Y. Romano* and M. Elad, Convolutional Neural Networks Analyzed via Convolutional Sparse Coding, accepted to Journal of Machine Learning Research, 2016. * Contributed Equally.
- V. Papyan*, J. Sulam* and M. Elad, Working Locally Thinking Globally: Theoretical Guarantees for Convolutional Sparse Coding, accepted to IEEE Trans. on Signal Processing, 2016. * Contributed Equally.
- V. Papyan and M. Elad, Multi-Scale Patch-Based Image Restoration, IEEE Trans. on Image Processing, vol. 25, no. 1, pp. 249-261, 2016. [code]
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