[Paper Review] StyleGAN : A Style-Based Generator Architecture for Generative Adversarial Networks 2023.06.21 Paper Generative ML
[Paper Review] PGGAN : Progressive Growing of GANs for Improved Quality, Stability, and Variation 2023.06.15 Paper Generative ML
[Paper Review] StarGAN : Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation 2023.06.09 Paper Generative ML
[Paper Review] Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks (CycleGAN) 2023.06.03 Paper Generative ML
[Paper Review] Image-to-Image Translation with Conditional Adversarial Networks (Pix2Pix) 2023.05.29 Paper Generative ML
[Paper Review] Conditional Image Synthesis with Auxiliary Classifier GANs (ACGANs) 2023.02.05 Paper Generative ML
[Paper Review] Deep Convolutional Generative Adversarial Networks (DCGANs) 2023.01.30 Paper Generative ML
[Paper Review] U-Net: Convolutional Networks for Biomedical Image Segmentation (+ FCN) 2022.12.04 Paper ML Segmentation
[Paper Review] You Only Look Once: Unified, Real-Time Object Detection (YOLO) 2022.10.11 Paper ML Object Detection
[Paper Review] Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks 2022.09.17 Paper ML Object Detection
[Paper Review] Xception : Deep Learning with Depthwise Separable Convolutions 2022.07.31 Paper Classification ML
[Paper Review] EfficientNetV2 : Smaller Models and Faster Training 2022.07.04 Paper Classification ML
[Paper Review] EfficientNet : Rethinking Model Scaling for Convolutional Neural Networks 2022.07.02 Paper Classification ML
[Paper Review] Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition (SPPnet) 2022.03.05 Paper ML Object Detection
[Paper Review] Rich feature hierarchies for accurate object detection and semantic segmentation (R-CNN) 2022.02.18 Paper ML Object Detection
