2 papers
cs.LG2026
SCORE-LM: State-Space Radar Representations with Language Models for Fault Diagnosis
Mainak Mallick, Seung-Kyum Choi
Radar hardware faults threaten automated perception, motivating accurate, compact diagnosis and understandable maintenance guidance. We introduce SCORE-LM, which couples a small sc…
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…