NaokiVAE: Variational Auto-Encoder (2013)Understanding the Auto-Encoding Variational Bayes Paper·29 min read·Aug 23, 2023----
NaokiLearning Transferable Visual Models From Natural Language Supervision (2021)Bridging the Gap Between Vision and Language — A Look at OpenAI’s CLIP Model·9 min read·Aug 13, 2023----
NaokiICL: Why Can GPT Learn In-Context? (2022)Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers·11 min read·Apr 30, 2023----
NaokiHands-on Deep Learning with PyTorchA Series of Video Lectures on YouTube1 min read·Jan 12, 2023----
NaokiGPT-3: In-Context Few-Shot Learner (2020)Language Models are Few-Shot Learners·7 min read·Jan 4, 2023----
NaokiGPT-2: Too Dangerous To Release (2019)Language Models are Unsupervised Multitask Learners·4 min read·Dec 30, 2022----
NaokiSwin Transformer (2021)Hierarchical Vision Transformer using Shifted Windows·8 min read·Nov 4, 2022----
NaokiViT: Vision Transformer (2020)An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale·5 min read·Nov 2, 2022----