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cs.CV 1

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2025 1

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Continuous Visual Autoregressive Generation via Score Maximization

cs.CV · 2025-05-12 · conditional · novelty 6.0

Energy-based AutoRegression (EAR) uses a strictly proper energy score to train a masked autoregressive Transformer on continuous image tokens, reaching ImageNet 256x256 FID 1.97 at 937M parameters while generating images in about one second.

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  • Continuous Visual Autoregressive Generation via Score Maximization cs.CV · 2025-05-12 · conditional · none · ref 10

    Energy-based AutoRegression (EAR) uses a strictly proper energy score to train a masked autoregressive Transformer on continuous image tokens, reaching ImageNet 256x256 FID 1.97 at 937M parameters while generating images in about one second.