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National Univesity of Singapore
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Distilling black-box video generators into autoregressive models doesn't require teacher scores or complex alignment鈥攋ust cleverly paired rollouts and a discriminator.
A confidence-based gating mechanism lets a 14B parameter reward model outperform 70B parameter models, achieving a new accuracy-efficiency Pareto frontier.
