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Autoregressive Image Generation
NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale
Published:8/14/2025
Autoregressive Image GenerationText-to-Image GenerationHigh-Fidelity Image SynthesisContinuous Image Token ProcessingDiscrete Text Token Training
NextStep1 is an autoregressive model that effectively handles continuous image tokens without relying on heavy diffusion models or incurring quantization loss. It achieves stateoftheart performance in texttoimage generation and excels in image editing, demonstrating its pow
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A Training-Free Style-Personalization via SVD-Based Feature Decomposition
Published:7/7/2025
SVD-Based Feature DecompositionTraining-Free Style PersonalizationAutoregressive Image GenerationStyle-Guided GenerationStructural Attention Correction
This paper presents a trainingfree framework for stylepersonalized image generation, using a scalewise autoregressive model to maintain semantic consistency and reduce content leakage. It introduces two lightweight modules for precise style modulation and structural stability,
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