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#reinforcement learning for diffusion

Think-Then-Generate: Reasoning-Aware Text-to-Image Diffusion with LLM Encoders

Siqi Kou, Jiachun Jin et al.Jan 15arXiv

Most text-to-image models act like word-to-pixel copy machines and miss the hidden meaning in our prompts.

#think-then-generate#reasoning-aware text-to-image#LLM encoder

GARDO: Reinforcing Diffusion Models without Reward Hacking

Haoran He, Yuxiao Ye et al.Dec 30arXiv

GARDO is a new way to fine-tune text-to-image diffusion models with reinforcement learning without getting tricked by bad reward signals.

#GARDO#reward hacking#gated KL regularization