Gradient conflict does not reliably predict the understanding–generation trade-off in unified multimodal models, according to a controlled GRIDUMM audit
Read the original at arxiv.org→arXiv:2609.38465v1 Announce Type: new Abstract: Unified multimodal models (UMMs) are increasingly designed around gradient conflict between understanding and generation objectives. The premise that reducing these...
Original headline: "Does Gradient Conflict Predict the Understanding--Generation Trade-off? A Controlled Audit of Conflict-Metric Validity in Unified Multimodal Models"
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- Oct 1, 04:00 UTC arXiv cs.LG lead source Does Gradient Conflict Predict the Understanding--Generation Trade-off? A Controlled Audit of Conflict-Metric Validity in Unified Multimodal Models