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temporal-granularity

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j1s4nn / jev-adaptive-granularity-WM

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Official code, locked protocols, and audit artifacts for "Jev-Routed Temporal Granularity with Recovery and Hysteresis for Causal Video Generation": per-segment fine/coarse/hold routing for Causal-rCM (Wan2.1-1.3B) via the Jev oracle, with two-GPU (T4/A100) feasibility audits.

kaggle wm uncertainty-estimation kaggle-dataset efficient-inference video-generation world-models autoregressive-diffusion diffusion-transformers causal-video-generation wan2-1 temporal-granularity jev-adaptive-granularity
  • Updated Oct 15, 2026
  • Python
JevGAG

j1s4nn / JevGAG

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JevGAG + DDAG: a two-GPU study of adaptive temporal granularity for causal video generation and video world models - the JevGAG report (preconditions) and the DDAG method (regime map, intrinsic probe, seam repair), with a boundary analysis.

computer-vision uncertainty-quantification efficient-inference video-generation autoregressive-diffusion adaptive-compute video-world-models causal-video-generation jev system-one temporal-granularity adaptive-granularity off-device-oracle regime-map
  • Updated Oct 28, 2026
  • Python

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