PinnedGolnaz HosseiniinArtificial CornerVision Transformer Embrace Convolutional Neural Networks | TEC-NetA Hybrid CNN-Transformer Architecture for Medical Image Segmentation with DDConv and SW-ACAM, compatible with quantitative and qualitative…8 min read·Jul 30, 2023--1--1
PinnedGolnaz HosseiniinArtificial CornerTransformers Make Strong Encoders| TransUNetBring together the locality of CNNs and the attention mechanism of Transformers for medical image segmentation3 min read·Jun 23, 2023--1--1
PinnedGolnaz HosseiniinArtificial CornerChest X-ray Pneumonia Detectiona comprehensive guide to detecting Pneumonia using Pytorch library8 min read·Jul 2, 2023--1--1
Golnaz HosseiniinArtificial CornerUnet-like Pure Transformer for Medical Image Segmentation | Swin-UNetA pure Transformer-based U-shaped Encoder-Decoder network4 min read·Jul 9, 2023----
Golnaz HosseiniinArtificial CornerFaster Encoders with Transformers for Segmentation | LeViT U-NetLeViT Transformer + U-Net architecture for fast and accurate semantic segmentation4 min read·Jul 2, 2023----
Golnaz HosseiniinArtificial Intelligence in Plain EnglishAn all-MLP Architecture for Vision | MLP-MixerA vision architecture based exclusively on Multi-layer Perceptrons(MLPs)4 min read·Jun 27, 2023----
Golnaz HosseiniinArtificial CornerA Comprehensive Look into CageViTConvolutional Activation Guided Efficient Vision Transformer (CageViT) to focus more on the major tokens4 min read·Jun 11, 2023--1--1
Golnaz HosseiniinArtificial Intelligence in Plain EnglishPaper Explained | ViT-DeiTan Ensemble of ViT and DeiT models for breast cancer histopathological images classification4 min read·May 30, 2023----
Golnaz HosseiniBeginner Tutorial: Image Classification Using PytorchA comprehensive guide to implement image classification Using Pytorch framework7 min read·May 23, 2023----
Golnaz HosseiniDilated (Atrous) Convolutions Tutoriala comprehensive guide to dilated convolutions with Pytorch code4 min read·May 17, 2023----