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arxiv_cs_lg ยท Jul 2, 2026 ยท paper

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Optimizing Visual Generative Models via Distribution-wise Rewards

arxiv.orgJul 2, 2026
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Conventional reinforcement learning strategies for visual generation typically employ sample-wise reward functions, yet this practice frequently results in reward hacking that degrades image diversity and introduces v...

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