Apple researcher lands two NeurIPS 2026 papers on normalizing flows, including Normalizing Trajectory Models

thoma_gu · x · 2026-10-06

Apple MLR researcher thomagu announced that both STARFlow2 and Normalizing Trajectory Models (NTM) were accepted to NeurIPS 2026.

NTM tackles a core question: can fast generative models still be likelihood-based? It leverages normalizing flows to achieve high-quality few-step generation with exact trajectory likelihood, a step forward for scalable flow-based generation.

The author will also attend COLM 2026 in San Francisco (Oct 6–9) to chat about LLMs and world models.

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