CDLNet: Noise-adaptive convolutional dictionary learning network for blind denoising and demosaicing N Janjušević, A Khalilian-Gourtani, Y Wang IEEE Open Journal of Signal Processing 3, 196-211, 2022 | 19 | 2022 |
CDLNet: Robust and interpretable denoising through deep convolutional dictionary learning N Janjušević, A Khalilian-Gourtani, Y Wang arXiv preprint arXiv:2103.04779, 2021 | 5 | 2021 |
Gabor is enough: Interpretable deep denoising with a Gabor synthesis dictionary prior N Janjušević, A Khalilian-Gourtani, Y Wang 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop …, 2022 | 4 | 2022 |
Compressed sensing on displacement signals measured with optical coherence tomography BL Frost, NP Janjušević, CE Strimbu, CP Hendon Biomedical Optics Express 14 (11), 5539-5554, 2023 | 2 | 2023 |
Fast and interpretable nonlocal neural networks for image Denoising via group-sparse convolutional dictionary learning N Janjušević, A Khalilian-Gourtani, A Flinker, Y Wang arXiv preprint arXiv:2306.01950, 2023 | 1 | 2023 |
GroupCDL: Interpretable Denoising and Compressed Sensing MRI via Learned Group-Sparsity and Circulant Attention N Janjusevic, A Khalilian-Gourtani, A Flinker, L Feng, Y Wang arXiv preprint arXiv:2407.18967, 2024 | | 2024 |
Frequency Regularized Deep Convolutional Dictionary Learning and Application to Blind Denoising NP Janjusevic, A Khalilian-Gourtani, Y Wang | | |