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Autoregressive Models
ServiceNow Research
Autoregressive Models
Unifying Autoregressive and Diffusion-Based Sequence Generation
We present significant extensions to diffusion-based sequence generation models, blurring the line with autoregressive language models. …
Nima Fathi
,
Torsten Scholak
,
Pierre-André Noël
Conference on Language Modeling (COLM), 2025.
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Neural Autoregressive Flows
Normalizing flows and autoregressive models have been successfully combined to produce state-of-the-art results in density estimation, …
Chin-Wei Huang
,
David Krueger
,
Alexandre Lacoste
,
Aaron Courville
International Conference on Machine Learning (ICML), 2018.
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