xiao seanAutoGen 探索：串接常見的 LLM 模型與自建 API 伺服器AutoGen 是一個新的 AI 互動框架，透過使用者事先定義出不同 AI 助理，讓他們互動去完成最終任務，未來使用者只需要給定一個命令，AI 助理就會像是公司的職員一樣各司其職互相合作來完成任務，這些 AI…26 min read·Feb 1, 2024--1--1
xiao seanAn Introduction to the Foundational Model of Image Segmentation — Segment Anything (SAM)Kirillov et al., “Segment Anything, ” In Arxiv Preprint.11 min read·Apr 21, 2023----
xiao sean影像分割的 Foundational Model 簡介 — Segment Anything(SAM)Kirillov et al., “Segment Anything, ” In Arxiv Preprint.14 min read·Apr 21, 2023----
xiao sean大規模言語モデル(LLM)のファインチューニング技術「LoRA」と生成型AI「Stable diffusion LoRA」Hu et al., “LoRA: Low-Rank Adaptation of Large Language Models, ” In ICLR 2021.18 min read·Mar 11, 2023----
xiao seanFine-tuning LLMs Made Easy with LoRA and Generative AI-Stable Diffusion LoRAHu et al., “LoRA: Low-Rank Adaptation of Large Language Models, ” In ICLR 2021.11 min read·Mar 11, 2023--1--1
xiao sean微調大型語言模型LLM的技術LoRA及生成式AI-Stable diffusion LoRAHu et al., “LoRA: Low-Rank Adaptation of Large Language Models, ” In ICLR 2021.15 min read·Mar 11, 2023----
xiao seanPixMatch簡介 — Unsupervised Domain Adaptation via Pixelwise Consistency TrainingLuke Melas-Kyriazi, Arjun K. Manrai. “PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training”. In CVPR 2021.6 min read·Jul 4, 2021----
xiao seanPixel2style2pixel(psp)簡介 — Encoding in Style a StyleGAN Encoder for Image-to-Image TranslationElad Richardson, Yuval Alaluf, Or Patashnik, Yotam Nitzan, Yaniv Azar, Stav Shapiro, Daniel Cohen-Or. “Encoding in Style: a StyleGAN…9 min read·Jun 23, 2021----
xiao seanYolactEdge簡介 — Real-time Instance Segmentation on the EdgeHaotian Liu, Rafael A. Rivera Soto, Fanyi Xiao, Yong Jae Lee. YolactEdge: Real-time Instance Segmentation on the Edge. In ArXiv preprint.10 min read·Apr 13, 2021----
