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j1s4nn/jevgag-selfaware-dit

JevGAG SelfAware-DiT Intrinsic Probes Intrinsic DiT activation probes for pre-generation granularity routing JevGAG SelfAware-DiT Intrinsic Probes Captured Causal-rCM diffusion-transformer (DiT) activations and probe results for SelfAware-DiT. An intrinsic pre-generation probe on the DiT's own block activations predicts coarse-unsafe temporal segments at AUROC 0.798 (block 11), versus 0.491 for hand-crafted context signals and 0.788 for the external Jev text… See the full description on the dataset page: https://huggingface.co/datasets/j1s4nn/jevgag-selfaware-dit.

Author / organizationj1s4nn
License (as declared)cc-by-4.0
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Created29 October 2026
Last updated at source29 October 2026
causal-video-generationvideo-world-modelsadaptive-computationtemporal-granularitydiffusion-transformersresearchreproducibilitysignal-processingintrinsic-probedit-activationsuncertainty-estimation
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