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AS2DRoPE

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AIWalker
AIWalker
Mar 4, 2024 · Artificial Intelligence

How LLaMA Invades Computer Vision: Introducing VisionLLaMA from Meituan and Zhejiang University

VisionLLaMA extends the LLaMA transformer architecture to 2‑D visual data with naive and pyramid designs, introduces a 2‑D rotary position encoding (AS2DRoPE), and achieves faster convergence and superior performance over state‑of‑the‑art ViT models on image generation, classification, segmentation, and detection tasks.

AS2DRoPEComputer VisionLLaMA
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How LLaMA Invades Computer Vision: Introducing VisionLLaMA from Meituan and Zhejiang University