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Forget billion-scale datasets: EvoTok achieves state-of-the-art image tokenization for both understanding and generation using a residual evolution process trained on just 13M images.
Hallucinations in image editing and generation got you down? FIRM offers robust reward models and RL strategies that dramatically improve fidelity and instruction adherence.
Current image editing models struggle with discipline-specific knowledge, failing to consistently produce edits that are both visually consistent and logically sound within academic domains.
