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How I Study AI - Learn AI Papers & Lectures the Easy Way

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All SourcesarXiv
#Next-Scale Prediction

NextFlow: Unified Sequential Modeling Activates Multimodal Understanding and Generation

Intermediate
Huichao Zhang, Liao Qu et al.Jan 5arXiv

NextFlow is a single, decoder-only Transformer that can read and write both text and images in one continuous sequence.

#Next-Scale Prediction#Autoregressive Transformer#Dual-Codebook Tokenization

StageVAR: Stage-Aware Acceleration for Visual Autoregressive Models

Intermediate
Senmao Li, Kai Wang et al.Dec 18arXiv

StageVAR makes image-generating AI much faster by recognizing that early steps set the meaning and structure, while later steps just polish details.

#Visual Autoregressive Modeling#Next-Scale Prediction#Stage-Aware Acceleration