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생성형 AI의 핵심 아키텍처를 완전히 마스터하는 가이드. VAE(변분 오토인코더), GAN(생성적 적대 신경망), DDPM(디퓨전 모델), Stable Diffusion까지 수식과 PyTorch 코드로 완벽히 이해합니다.
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- Published on
베이즈 정리와 사후 분포 추론부터 MCMC, 변분 추론, 가우시안 프로세스, MC Dropout을 통한 불확실성 정량화까지 확률적 ML 완전 가이드입니다.