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Triage sets its compression without labels, under two budgets that limit how far its output may differ from the model's own full-audio output, under two budgets that limit how far its output may differ from its encoder output.
The results show that source-conditioned audio generation can relax the conventional dependence of speculative drafting on the target's evolving output prefix, exposing substantial parallelism for efficient inference.
In product entity resolution, relationship definitions constantly evolve with business needs, yet adapting to each change traditionally requires slow, costly human annotation that is often noisy and carries no reasoning. Large vision-language models (VLMs) prompted zero-shot can adapt to a new definition immediately an...
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