Deep Learning Questions Series
•
Computer Vision
Generative Models
Generative Adversarial Networks(GANs)
Diffusion Models (DDPMs)
Score-based Models
Flow-based Models
Flow-based Models의 예시
Continuous Normalizing Flow (CNF)
Flow Matching
Rectified Flow
Optimal Transport (OT) & Monge-Ampère Flows
Schrödinger Bridge (SB)
Bridge Matching
Variational Diffusion Model (VDM)
Stochastic Normalizing Flows (SNF)
Auto Regressive Models
Diffusion Models
DDPMs
ELBO Loss
Score-based Generative Models (SGM)
DDPM vs. SGM
FLUX.
Image Editing
Explain training-based and training-free approaches.