B. Frost, N. Janjušević, C. Strimbu, and C. Hendon, "Compressed sensing on displacement signals measured with optical coherence tomography," Biomed. Opt. Express 14, 5539-5554 (2023). pdf
N. Janjušević, A. Khalilian-Gourtani and Y. Wang, "CDLNet: Noise-Adaptive Convolutional Dictionary Learning Network for Blind Denoising and Demosaicing," in IEEE Open Journal of Signal Processing, vol. 3, pp. 196-211, 2022, doi: 10.1109/OJSP.2022.3172842. pdf, page, code
N. Janjušević, A. Khalilian-Gourtani and Y. Wang, "Gabor is Enough: Interpretable Deep Denoising with a Gabor Synthesis Dictionary Prior," 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), 2022, pp. 1-5, doi: 10.1109/IVMSP54334.2022.9816313. pdf, preprint, page, code
N. Janjušević, A. Khalilian-Gourtani, A. Flinker, Y. Wang. "GroupCDL: Interpretable Denoising and Compressed Sensing MRI via Learned Group-Sparsity and Circulant Attention" arxiv preprint, 2024. pdf, code (CircAtt)
N. Janjušević, A. Khalilian-Gourtani, A. Flinker, Y. Wang. "Fast and Interpretable Nonlocal Neural Networks for Image Denoising via Group-Sparse Convolutional Dictionary Learning" arxiv preprint, 2023. pdf, code
N. Janjušević, A. Khalilian-Gourtani, Y. Wang. "CDLNet: Robust and Interpretable Denoising Through Deep Convolutional Dictionary Learning" arxiv preprint, 2021. pdf
N. Janjušević, J. Langner, "UVNA-63 Application Note Calibration Standards and the SOLT Method", Mini-Circuits, 2019. pdf
N. Janjušević, "UVNA-63 Application Note Error Correction", Mini-Circuits, 2019. pdf
(high resolution slides available on request)
[27/05/24] L. Bojić and N. Janjušević, Strategija Razvoja Veštačke Inteligencije Kod Nas/An Artificial Inteligence Strategy for Serbia, Eduka Institute of Organizational Business, Belgrade, Serbia.
N. Janjušević et al., Advanced Deep Learning Denoising for Accelerated 0.55T Prostate MRI, Digital Poster + Power-Pitch Presentation.
N. Janjušević et al., Self-Supervised Noise-Adaptive Convolutional Dictionary Learning for Low-Field MRI Denoising, Digital Poster.
[21/02/24] N. Janjušević et al., Learning Deep Denoisers for Low-Field MRI with Noisy Data, Research Seminar, The Center for Biomedical Imaging (CBI) and Center for Advanced Imaging Innovation and Research (CAIR), February 21st 2024, Translational Research Building, NYU Langone Health, New York, NY, USA. abstract, compressed pdf.
[18/10/23] N. Janjušević et al., Self-Supervised Low-Field MRI Denoising via Spatial Noise Adaptive CDLNet, Power-Pitch Presentation, i2i Workshop, CAIR, October 18th - October 19th 2023, NYU Langone, NY, USA.
[26/06/22] N. Janjušević et al., Gabor is Enough: Interpretable Deep Denoising with a Gabor Synthesis Dictionary Prior, Research Presentation, IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), June 26th - June 29th 2022, Nafplio, Greece.