Gabrijel Boduljak's repositories
stanford-compilers-coursework
This is a repository of coursework project for the Stanford Compilers MOOC course. The result is a fully-working compiler for the COOL Programming Language.
seam-carving
This is my implementation of the simplified version of the seam carving - an algorithm developed by S.Avidan and A.Shamir. Seam carving is an algorithm for 'content-aware' image resizing. The main idea is to resize an image by removing only the least noticeable pixels. I have also made a small web app used to generate interesting results.
bsc-thesis
The thesis is "On universality of fully-connected neural networks". This thesis aims to present key results in the approximation theory of artificial neural networks assuming only undergraduate mathematics. This research field studies necessary and sufficient conditions under which neural networks can approximate certain functions.
group-equivariant-cnns-vs-spatial-transformers
This study aims to show that group equivariant CNNs outperform spatial transformers, on tasks which demand rotation invariance, by providing theoretical background and experimental performance comparison with detailed analysis.
graph-attention-networks
An implementation of Graph Attention Networks (GAT) paper accompanied with the analysis of attention scores.
contrastive-unpaired-translation
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
CyCADA
A PyTorch implementation of CyCADA
DRIT
Learning diverse image-to-image translation from unpaired data
functional-pearls
Implementations of functional pearls (https://wiki.haskell.org/Research_papers/Functional_pearls) I read.
mlx
MLX: An array framework for Apple silicon
mlx-data
Efficient framework-agnostic data loading
mlx-examples
Examples in the MLX framework
mnist-from-scratch
MNIST done with paper, pencil and Numpy
MUNIT
Multimodal Unsupervised Image-to-Image Translation
NICE-GAN-pytorch
Official PyTorch implementation of NICE-GAN: Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation
prettyprinter
A modern, extensible and well-documented prettyprinter.
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
query-selected-attention
Official implementation for "QS-Attn: Query-Selected Attention for Contrastive Learning in I2I Translation" (CVPR 2022)
SoloGAN
Official implementation of SoloGAN
stargan-v2
StarGAN v2 - Official PyTorch Implementation (CVPR 2020)
TiTok
Code for the paper TIToK: A solution for bi-imbalanced unsupervised domain adaptation
UGATIT-pytorch
Official PyTorch implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation