A general extractor for coherent patterns across time-frequency measurements
arXiv:2602.20317v3 Announce Type: replace-cross Abstract: Scientific discovery increasingly depends on finding meaningful patterns within volumes of sensor data too large for manual inspection. Existing time-frequency event extractors are often engineered or trained on manually labeled examples for each instrument, which can be laborious and difficult to adapt to new environments. To address this, we introduce TokEye, a reference-free method that learns a general criterion for coherent structur…