Stabilizing Temporal Inference Dynamics for Online Surgical Phase Recognition

In three linesNew framework to stabilize temporal predictions in surgical phase recognition. Introduces TEC loss (training), EGTP (inference), and TFI (metric). Reduces prediction fragmentation on Cholec80 and AutoLaparo while maintaining frame-wise accuracy.

Summary generated by Claude — human-verified