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Review history

arxiv: 2508.12905 · 2 revisions

TCUQ: Single-Pass Uncertainty Quantification from Temporal Consistency with Streaming Conformal Calibration for TinyML

1. 2026-08-15 REJECT MODERATE v1.4.0-alltime-deepseek-medium novelty 5.0
   221403 ms 26453 in 26392 out 2026-08-15T17:18:48.955790+00:00
2. 2026-08-05 CONDITIONAL MODERATE v1.4.0-alltime-deepseek-medium novelty 4.0
   135396 ms 26486 in 12705 out 2026-08-05T19:13:25.816914+00:00