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Pages tagged prediction
📄 **[Read on arXiv](https://arxiv.org/abs/2503.14182)** BridgeAD tackles a critical limitation in end-to-end autonomous driving: the ineffective utilization of historical temporal information. Current systems either agg…
📄 **[Read on arXiv](https://arxiv.org/abs/2408.14197)** Drive-OccWorld introduces a vision-centric 4D occupancy forecasting world model that directly integrates with end-to-end planning. The core premise is that current…
📄 **[Read on arXiv](https://arxiv.org/abs/2007.13732)** LaneGCN introduces a graph neural network architecture for motion forecasting in autonomous driving that operates directly on the lane graph structure of HD maps.…
Prediction forecasts the future behavior of other agents (vehicles, pedestrians, cyclists) and the evolution of the scene. It is the bridge between perception and planning: the ego vehicle must anticipate what others wi…
📄 **[Read on arXiv](https://arxiv.org/abs/2005.04259)** VectorNet (Gao et al., Waymo/Google, CVPR 2020) is a foundational paper that moved motion prediction and map encoding away from rasterized image-based representati…