MIM4D: Masked Modeling with Multi-View Video for Autonomous Driving Representation Learning

1 code implementation • 13 Mar 2024 • Jialv Zou, Bencheng Liao, Qian Zhang, Wenyu Liu, Xinggang Wang

Learning robust and scalable visual representations from massive multi-view video data remains a challenge in computer vision and autonomous driving.

3D Object Detection Autonomous Driving +2

Circuit as Set of Points

1 code implementation • NeurIPS 2023 • Jialv Zou, Xinggang Wang, Jiahao Guo, Wenyu Liu, Qian Zhang, Chang Huang

In our work, we propose a novel perspective for circuit design by treating circuit components as point clouds and using Transformer-based point cloud perception methods to extract features from the circuit.