UMS CVPR 2026
Unsupervised Multi-agent and Single-agent Perception from Cooperative Views
Open-source code, dataset, and benchmark by our lab members or collaborators.
Unsupervised Multi-agent and Single-agent Perception from Cooperative Views
DarkDriving: A Real-World Day and Night Aligned Dataset for Autonomous Driving in the Dark Environment
V2X-DG: Domain Generalization for Vehicle-to-Everything Cooperative Perception
V2X-DGW: Domain Generalization for Multi-Agent Perception Under Adverse Weather Conditions
Light the Night: A Multi-Condition Diffusion Framework for Unpaired Low-Light Enhancement in Autonomous Driving
EVD4UAV: An Altitude-Sensitive Benchmark to Evade Vehicle Detection in UAV
Automating intersection marking data collection and condition assessment at scale with an artificial intelligence-powered system
Pik-Fix: Restoring and Colorizing Old Photos
V2V4Real: A large-scale real-world dataset for Vehicle-to-Vehicle Cooperative Perception
Coarse-to-fine Task-driven Inpainting for Geoscience Images
Let There be Light: Improved Traffic Surveillance via Detail Preserving Night-to-Day Transfer
Convolutional Neural Networks Based Remote Sensing Scene Classification under Clear and Cloudy Environments
Multi-spectral Salient Object Detection by Adversarial Domain Adaptation
Co-Saliency Detection within a Single Image
Groupwise Tracking of Crowded Similar-Appearance Targets from Low-Continuity Image Sequences