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20242026
most citedAutoTrust: Benchmarking Trustworthiness in Large Vision Language Models for Autonomous Driving

2 citations · 2 across the 9 of their papers we have counts for

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cs.CV2026

OpenLongTail: Generative Scaling of Long-Tail Driving Data

Lulin Liu, Nuo Chen, Yan Wang +15

Scaling robust driving policies is fundamentally bottlenecked by the scarcity of edge cases in curated datasets. While the real world continuously captures these critical events, s…

cs.CV2026

A Physics-Grounded Benchmark for Multi-Agent Dynamics in World Models

Nuo Chen, Lulin Liu, Zihao Li +12

Generative world models hold immense promise as scalable simulators for autonomous systems, particularly for synthesizing rare but safety-critical multi-agent interactions, such as…

cs.CV2026

CIPHER: Culvert Inspection through Pairwise Frame Selection and High-Efficiency Reconstruction

Seoyoung Lee, Zhangyang Wang

Automated culvert inspection systems can help increase the safety and efficiency of flood management operations. As a key step to this system, we present an efficient RGB-based 3D…

cs.CV2025

E3D-Bench: A Benchmark for End-to-End 3D Geometric Foundation Models

Wenyan Cong, Yiqing Liang, Yancheng Zhang +7

Spatial intelligence, encompassing 3D reconstruction, perception, and reasoning, is fundamental to applications such as robotics, aerial imaging, and extended reality. A key enable…

cs.CV2025

Mastering Regional 3DGS: Locating, Initializing, and Editing with Diverse 2D Priors

Lanqing Guo, Yufei Wang, Hezhen Hu +4

Many 3D scene editing tasks focus on modifying local regions rather than the entire scene, except for some global applications like style transfer, and in the context of 3D Gaussia…

cs.CV2025

Martian World Model: Controllable Video Synthesis with Physically Accurate 3D Reconstructions

Longfei Li, Zhiwen Fan, Wenyan Cong +10

Synthesizing realistic Martian landscape videos is crucial for mission rehearsal and robotic simulation. However, this task poses unique challenges due to the scarcity of high-qual…