scene-relevant

Sensor-Conditioned Representation Learning Uses Scene-Relevant Observation Quotients to Improve Latent Geometry

Researchers propose a sensor-conditioned representation learning framework using scene-relevant observation quotients. Their OQ-TSAE method, tested on synthetic and real-radar data, improves representation-correctness diagnostics over reconstruction, metric-learning, and contrastive baselines.