الباحثون

Junfeng Jiao

المنشورات 2

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VehDyn: A Driving World Model Benchmark for Vehicle Dynamics

Tianyi Wang, Wangsheng Du, Jiazhou Chen وآخرون · 2026

Video world models are emerging as data engines, action planners, and generative simulators for autonomous driving, but existing benchmarks primarily assess visual fidelity and coarse physical plausibility, providing limited evidence on whether generated driving futures obey realistic vehicle kinematics and dynamics. T …

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PolyTopoBench: A Benchmark for Complex Vector Polygon Generation from Remote Sensing Imagery

Zeping Liu, Ni Lao, Weiwei Sun وآخرون · 2026

Vector polygon generation converts visual inputs, e.g., remote sensing (RS) images, into vectorized polygonal geometries, supporting applications such as autonomous driving, vector map construction, and remote sensing. Early pipelines predict raster masks and post-process them into polygons, which prevents end-to-end o …

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