Artificial Intelligence #sensor-conditioned#representation learning
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.
Jun 16, 2026 2 sources