PinnedCenk BircanogluPaper Review: Deconstructing Denoising Diffusion Models for Self-Supervised LearningPaper Link5 min read·Jan 30, 2024----
PinnedCenk BircanogluStep-by-step Implementation of Vision Transformers in PyTorchInitially, this post was created as a Jupyter Notebook, and both the notebook and the related repository are accessible on Git.10 min read·Jan 29, 2024----
PinnedCenk BircanogluPaper Review: The effectiveness of MAE pre-pretraining for billion-scale pretrainingPaper link , Code and Website5 min read·Jan 27, 2024----
PinnedCenk BircanogluPaper Review: Masked Autoencoders Are Scalable Vision LearnersPaper Link, Code and Demo4 min read·Jan 28, 2024--1--1
Cenk BircanogluReview of YOLOv4 ArchitecturePaper, Original Code, PyTorch Code,7 min read·Feb 7, 2024----
Cenk BircanogluPaper Review: Deformable Transformers for End-to-End Object Detection.Paper, Code6 min read·Feb 3, 2024----
Cenk BircanogluFrom Fixed to Flexible: Harnessing Deformable Attention for Enhanced LearningThis blog post will dig into the details of attention mechanisms, the foundation for understanding how machines pick and choose what…5 min read·Feb 3, 2024----
Cenk BircanogluPaper/Code Review: End-to-End Object Detection with TransformersPaper Official Code13 min read·Feb 1, 2024--1--1
Cenk BircanogluReview of Deep Learning Architectures for Image Classification Problem (Part 4)In this blog post, I added my notes on MobileNet and its versions.5 min read·Jan 21, 2022----
Cenk BircanogluReview of Deep Learning Architectures for Image Classification Problem (Part 3)In this blog post, I added my notes on Wide-ResNet, ShuffleNet, ResNeXt and Xception networks.7 min read·Jan 19, 2022----