Search Results for author: Chenming Zhang

Found 4 papers, 2 papers with code

GenAD: Generative End-to-End Autonomous Driving

1 code implementation18 Feb 2024 Wenzhao Zheng, Ruiqi Song, Xianda Guo, Chenming Zhang, Long Chen

We then employ a variational autoencoder to learn the future trajectory distribution in a structural latent space for trajectory prior modeling.

Autonomous Driving motion prediction

OpenStereo: A Comprehensive Benchmark for Stereo Matching and Strong Baseline

1 code implementation1 Dec 2023 Xianda Guo, Juntao Lu, Chenming Zhang, Yiqi Wang, Yiqun Duan, Tian Yang, Zheng Zhu, Long Chen

Based on OpenStereo, we conducted experiments and have achieved or surpassed the performance metrics reported in the original paper.

Autonomous Driving Autonomous Navigation +1

Grid-SD2E: A General Grid-Feedback in a System for Cognitive Learning

no code implementations4 Apr 2023 Jingyi Feng, Chenming Zhang

Comprehending how the brain interacts with the external world through generated neural data is crucial for determining its working mechanism, treating brain diseases, and understanding intelligence.

A Simple Baseline for Supervised Surround-view Depth Estimation

no code implementations14 Mar 2023 Xianda Guo, Wenjie Yuan, Yunpeng Zhang, Tian Yang, Chenming Zhang, Zheng Zhu, Long Chen

The former is achieved by the self-attention module within each view, while the latter is realized by the adjacent attention module, which computes the attention across multi-cameras to exchange the multi-scale representations across surround-view feature maps.

Autonomous Driving Monocular Depth Estimation

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