Nikola Janjušević

CDLNet-OJSP. Noise-Adaptive Convolutional Dictionary Learning Network for Blind Denoising and Demosaicing

FlashAttention.jl. Julia implementation of flash-attention operation for neural networks.

TVDenoise.jl. Julia implementation of Total Variation denoising via ADMM and the Chambolle Pock Algorithm.

GroupCDL. A Directly Parameterized Unrolled Nonlocal Network based on Learned Group-Sparsity and Circulant Sparse Attention

GroupCDL-TIP. Implementation of GroupCDL, CDLNet, and GDLNet image restoration neural networks in Julia.

DGCN. Deep Graph Convolutional Network for image restoration.

SummerML. NYU Summer STEM Machine Learning Course

CirculantAttention.jl. Deep-learning sliding window attention with circular boundary conditions. No tokenization, no patchify-ing.

SSIMLoss.jl. Structural Similarity Index Measure loss function for use with AD systems in Julia

Traveler-SCD. EID101D Group Repository

UnrolledFlowNetworks.jl. Deep neural networks for optical flow estimation with architectures derived from classical algorithms