CVML 2026 Workshop on 3D Vision Perception for Autonomous Driving 

About CVML 2026 Workshop

We are delighted to invite you to the CVML 2026 Workshop on 3D Vision Perception for Autonomous Driving, to be held on September 18, 2026 (the first day of the main conference) in Nanchang, China, as a key satellite event of the Second International Conference on Computer Vision and Machine Learning (CVML 2026).

This workshop focuses on cutting-edge topics including LiDAR point cloud analysis, binocular/multi-view stereo matching, depth estimation, dynamic scene understanding, and multi-sensor fusion. It aims to provide a vibrant platform for researchers and engineers to exchange ideas, tackle the perception challenges inherent in complex traffic environments, and accelerate the real‑world deployment of high‑level autonomous driving systems.

Topics of Interest (including but not limited to)

⭐Deep learning‑based point cloud segmentation, detection, and tracking  

⭐Monocular/binocular depth estimation and dense 3D reconstruction  

⭐ Multi‑sensor (camera, LiDAR, radar) fusion for perception  

⭐Dynamic object behavior prediction and interaction modeling  

⭐Lightweight 3D perception models and edge computing  

⭐ Domain adaptation from simulation to real‑world scenarios  

⭐ Autonomous driving datasets and benchmarking  

⭐ Visual representation learning for end‑to‑end autonomous driving

Important Dates

Submission Due July 14, 2026	Notification of Acceptance Due August 28, 2026	Registration Deadline September 11, 2026	Conference Date September 18, 2026

Venue

The workshop will take place at Jiangxi Normal University.  Address: No. 99 Ziyang Avenue, Nanchang, Jiangxi 330022, China.

Tentative Program

Invited Speakers

Workshop Organizing Committee