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cs.LG2026
Teger: Spatiotemporal Covariance for Probabilistic Traffic Forecasting
Seyed Mohamad Moghadas, Esther Rodrigo Bonet, Bruno Cornelis +1
Traffic conditions drift -- demand patterns, incident dynamics, and sensor behavior shift over a deployment's lifetime -- so a joint uncertainty estimate fit once at training time…
cs.RO2026
FlowS: One-Step Motion Prediction via Local Transport Conditioning
Leandro Di Bella, Adrian Munteanu, Bruno Cornelis
Generative motion prediction must satisfy three simultaneous requirements for real-world autonomy: high accuracy, diverse multimodal futures, and strictly bounded latency. Diffusio…