https://www.youngju.dev/blog 천천히 올바르게. AI Researcher & DevOps Engineer Youngju's tech blog. GPU/CUDA, LLM, MLOps, Kubernetes AI workloads, distributed training, and data engineering. ko fjvbn2003@gmail.com (Youngju Kim) fjvbn2003@gmail.com (Youngju Kim) Tue, 30 Jun 2026 00:00:00 GMT https://www.youngju.dev/blog/ai-papers/2026-06-30-sota-image-generation-diffusion-flux.en https://www.youngju.dev/blog/ai-papers/2026-06-30-sota-image-generation-diffusion-flux.en A lineage-centered overview of the frontier of text-to-image generation, from diffusion model fundamentals through latent diffusion, DiT, rectified flow, and the FLUX family. We analyze the shared structure and differences of SOTA models with architectural principles, comparison tables, and diagrams. Tue, 30 Jun 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) ai-papersdiffusion-modelstext-to-imagelatent-diffusionrectified-flowdiffusion-transformerflux https://www.youngju.dev/blog/ai-papers/2026-06-30-sota-image-generation-diffusion-flux.ja https://www.youngju.dev/blog/ai-papers/2026-06-30-sota-image-generation-diffusion-flux.ja テキスト画像生成の最前線を、拡散モデルの原理からラテント拡散、DiT、rectified flow、そしてFLUX系まで系譜を中心に整理します。アーキテクチャの原理と比較表、図解でSOTAモデルの共通構造と違いを分析します。 Tue, 30 Jun 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) ai-papersdiffusion-modelstext-to-imagelatent-diffusionrectified-flowdiffusion-transformerflux https://www.youngju.dev/blog/ai-papers/2026-06-30-sota-image-generation-diffusion-flux https://www.youngju.dev/blog/ai-papers/2026-06-30-sota-image-generation-diffusion-flux 텍스트-이미지 생성의 최전선을 확산모델 원리부터 라텐트 확산, DiT, rectified flow, 그리고 FLUX 계열까지 계보 중심으로 정리합니다. 아키텍처 원리와 비교표, 다이어그램으로 SOTA 모델들의 공통 구조와 차이를 분석합니다. Tue, 30 Jun 2026 00:00:00 GMT fjvbn2003@gmail.com (Youngju Kim) ai-papersdiffusion-modelstext-to-imagelatent-diffusionrectified-flowdiffusion-transformerflux