2 papers
cs.LG2026
When Labels Are Scarce: An Oscillatory State Space Model for Vibration Diagnosis
Mainak Mallick, Seung-Kyum Choi
Machine fault diagnosis from vibration requires learning from scarce labelled fault recordings while meeting the computational constraints of edge devices for local inference. We i…
cs.CV2026
Rad-R: A Raw-ADC Radar Dataset and Capture-Invariant SSM for Hardware-Fault Diagnosis
Mainak Mallick, Junghwan Yim, Alankrit Gupta +1
Automotive mmWave radar can develop vibration, antenna misalignment, radome blockage, and receive-channel degradation that corrupt the signal before perception begins. Data for the…