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Pixart- α: Fast training of diffusion transformer for photorealistic text-to-image synthesis

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RewardFlow: Generate Images by Optimizing What You Reward

cs.CV · 2026-04-09 · unverdicted · novelty 7.0

RewardFlow unifies differentiable rewards including a new VQA-based one and uses a prompt-aware adaptive policy with Langevin dynamics to achieve state-of-the-art image editing and compositional generation.

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  • RewardFlow: Generate Images by Optimizing What You Reward cs.CV · 2026-04-09 · unverdicted · none · ref 7

    RewardFlow unifies differentiable rewards including a new VQA-based one and uses a prompt-aware adaptive policy with Langevin dynamics to achieve state-of-the-art image editing and compositional generation.