The Great TransformersUnderstand the design and application of the Transformer-styled modelsNov 3, 2023Nov 3, 2023
A Comparison between RNN, LSTM, and GRUA Note for the basic designs of the Recurrent Neural NetworksDec 7, 2022Dec 7, 2022
An Overview of Contrastive LearningSimCLR, MoCo, SwAV, BYOL, CLIP, DeepCluster, PIRL, Barlow Twins. Understanding Contrastive Learning and its mainstream works.Dec 2, 2022Dec 2, 2022
Can AI Replace Human Designers? The Magic of Diffusion ModelsFrom VAE to Diffusion Models, understanding the Zero-Shot Text-to-Image through the versions of AIGC software DALL-EDec 1, 2022Dec 1, 2022
對比學習 Contrastive Learning 主流方法一覽SimCLR, MoCo, SwAV, BYOL, CLIP, DeepCluster, PIRL, Barlow Twins,一覽各種模型的底層邏輯Nov 24, 20222Nov 24, 20222