Albert NguyeninTowards AIStyleGAN3: Allias-Free GANHave you ever thought of a movie that is totally generated by AI?Apr 24, 2023Apr 24, 2023
Albert NguyeninTowards AIStyleGAN2: Improve the Quality of StyleGANThis post is in the series StyleGAN architectures.Mar 28, 2023Mar 28, 2023
Albert NguyeninTowards AICLIP for Language-Image RepresentationA multi-modal architecture bridges the gap between Natural Language and Visual understanding.Mar 14, 2023Mar 14, 2023
Albert NguyeninTowards AIStyleGAN: In depth explainationGenerative Adversarial Networks (GAN) have yielded state-of-the-art results in generative tasks and have become one of the most important…Feb 28, 2023Feb 28, 2023
Albert NguyeninTowards AIImage Processing with Fourier TransformImage Processing is a crucial task in Computer Vision. For example, when we train a Deep Learning model with a small amount of image data…Feb 21, 2023Feb 21, 2023
Albert NguyeninTowards AIIntroduction to Autoregressive ModelsThis article is a preparation for the upcoming article about Autoregressive Diffusion Models.Feb 6, 20231Feb 6, 20231
Albert NguyeninTowards AISegformer: An efficient Transformers design for Semantic SegmentationViTs arebad scaling up for high-resolution images. Segformer is a design to solve this problem.Jan 30, 20231Jan 30, 20231
Albert NguyenDeep Learning in a nutshell: How close are the two distributions?IntroductionJan 12, 2023Jan 12, 2023
Albert NguyenUnderstanding GANGAN (Generative Adversarial Network), first proposed by Goodfellow et al., is a framework that simultaneously training 2 deep learning…Jan 5, 2023Jan 5, 2023