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Argoverse2
Argoverse2
PulseAugur coverage of Argoverse2 — every cluster mentioning Argoverse2 across labs, papers, and developer communities, ranked by signal.
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SimPB++ model unifies 2D and 3D object detection for autonomous driving
Researchers have developed SimPB++, an end-to-end model designed to simultaneously detect both 2D objects in perspective views and 3D objects in a bird's-eye view for multi-camera autonomous driving systems. The model e…
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激光雷达单传感器高精地图构建方法通过知识蒸馏增强语义线索
研究人员开发了LIE，一种仅使用激光雷达数据构建自动驾驶高精地图的新方法。该方法通过利用知识蒸馏来增强对激光雷达点云和强度图的语义理解，克服了基于相机的局限性。与最先进的基于相机的模型相比，LIE表现出更优越的性能，在各种条件下实现了更高的准确性和鲁棒性，并显示出对新数据集的高效适应性。
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Unified Map Prior Encoder enhances autonomous driving mapping and planning
Researchers have developed a Unified Map Prior Encoder (UMPE) designed to integrate diverse map data, such as HD/SD vector maps, rasterized maps, and satellite imagery, into autonomous driving systems. This encoder addr…