AI RESEARCH
Stabilizing Temporal Inference Dynamics for Online Surgical Phase Recognition
arXiv CS.CV
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ArXi:2605.16387v1 Announce Type: new Online Surgical Phase Recognition (SPR) models can reach high frame-wise accuracy, yet their predictions often lack temporal stability, fragmenting workflow understanding and reducing the reliability of downstream assistance.