utkuozbulak

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

adaptive-segmentation-mask-attack

Pre-trained model, code, and materials from the paper "Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation" (MICCAI 2019).

pytorch-simple-diffusion

imagenet-adversarial-image-evaluation

Code and some materials from the papers "Selection of Source Images Heavily Influences the Effectiveness of Adversarial Attacks" (BMVC 2021) and "Evaluating Adversarial Attacks on ImageNet:A Reality Check on Misclassification Classes" (NeurIPS 2021, Workshop track).

regional-adversarial-perturbation

Code and materials for the paper "Regional Image Perturbation Reduces Lp Norms of Adversarial Examples While Maintaining Model-to-model Transferability" (ICML 2020, UDL).

mutate-and-observe

Materials for the paper (Bioinformatics) "Mutate and Observe: Utilizing Deep Neural Networks to Investigate the Impact of Mutations on Translation Initiation"

SpurBreast

Code, dataset, and materials from the paper "SpurBreast: A Curated Dataset for Investigating Spurious Correlations in Real-world Breast MRI Classification" (MICCAI 2025).

utkuozbulak

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

bio_training

cnn-gifs

Data-Science-for-COVID-19

DS4C: Data Science for COVID-19 in South Korea

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

svp-generative-ai

adjustText

A small library for automatically adjustment of text position in matplotlib plots to minimize overlaps.

BMVCTemplate

Paper template and author instructions for BMVC

cds_301_template_website

cl-vs-mim

(ICLR 2023) Official PyTorch implementation of "What Do Self-Supervised Vision Transformers Learn?"

deit

Official DeiT repository

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

gdmaim

GDMaim is a GDScript obfuscation plugin for the Godot Engine.

godot-shaders

A large library of free and open-source shaders for the Godot game engine. Here, you'll get 2D and 3D shaders with playable demos.

lightly

A python library for self-supervised learning on images.

PerC-Adversarial

Towards large yet imperceptible adversarial image perturbations with perceptual color distance

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

to_remove

transformer-debugger

utkuozbulak.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes