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Moxin (Huzhou) Technology Co., LTD.

Industry researchasia · cn
Research library2linked papers
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Selected work

Representative Papers

MoWorld: A Flash World Model

Jul 07, 2026

Existing world models struggle to balance inference efficiency and deployment cost, making them ill-suited for high-frame-rate real-time interaction. This work proposes MoWorld, an end-to-end efficient world model that integrates 3D-native data generation, curriculum-based cross-frame pretraining, diffusion denoising step distillation, and a mixed-precision parallel inference framework. Notably, it achieves real-time interaction at 50 FPS on neural processing units (NPUs) for the first time. Departing from conventional paradigms reliant on large-scale video corpora, MoWorld maintains cinematic visual quality while reducing inference costs to 30%–50% of current models, substantially enhancing practical deployability and environmental adaptability.

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Latest Papers

MoWorld: A Flash World Model

Jul 07, 2026

Existing world models struggle to balance inference efficiency and deployment cost, making them ill-suited for high-frame-rate real-time interaction. This work proposes MoWorld, an end-to-end efficient world model that integrates 3D-native data generation, curriculum-based cross-frame pretraining, diffusion denoising step distillation, and a mixed-precision parallel inference framework. Notably, it achieves real-time interaction at 50 FPS on neural processing units (NPUs) for the first time. Departing from conventional paradigms reliant on large-scale video corpora, MoWorld maintains cinematic visual quality while reducing inference costs to 30%–50% of current models, substantially enhancing practical deployability and environmental adaptability.

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