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Causal-drive trajectories reveal a surprising shift in VLM reliance from visual cues to generated prefixes, enhancing our understanding of multimodal generation dynamics.
LLMs can achieve competitive performance simply by optimizing data mixing strategies as a graph-constrained optimization problem.
