CARVE: Counterfactual Video Editing for Auditing and Hardening Video Detectors
Wei Zhou, Chenyiming, Xu Jinwei, Yang Zhou, Quan Gan, Li Yang
Advances in Neural Information Processing Systems (NeurIPS) (2026).
Accepted at NeurIPS 2026; proceedings details to appear.
BibTeX
@inproceedings{c-neurips-2026-carve,
title = {{CARVE: Counterfactual Video Editing for Auditing and Hardening Video Detectors}},
author = {Wei Zhou and Chenyiming and Xu Jinwei and Yang Zhou and Quan Gan and Li Yang},
booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
year = {2026}
}
@article{j-rcim-2026-103375,
title = {{Closed-loop intelligent quality control for robotic welding: A survey on architecture, technologies, and system integration}},
author = {Cheng Qiu and Wei Zhou and Li Yang and Yong Peng and Kehong Wang},
journal = {Robotics and Computer-Integrated Manufacturing},
year = {2027},
volume = {103},
pages = {103375},
doi = {10.1016/j.rcim.2026.103375}
}
@article{j-aei-2026-105264,
title = {{Knowledge-guided soft-consensus learning for ambiguity-aware pavement crack inspection}},
author = {Wei Zhou and Zhenwei Zhou and Jing Lu and Li Yang},
journal = {Advanced Engineering Informatics},
year = {2027},
volume = {77},
pages = {105264},
doi = {10.1016/j.aei.2026.105264}
}
@article{3760525,
title = {{Vision Technologies with Applications in Traffic Surveillance Systems: A Holistic Survey}},
author = {Wei Zhou and Li Yang and Lei Zhao and Runyu Zhang and Yifan Cui and Hongpu Huang and Kun Qie and Chen Wang},
journal = {ACM Computing Surveys},
year = {2026},
volume = {58},
number = {3},
pages = {1--47},
doi = {10.1145/3760525}
}
@article{tiv-2024-3510563,
title = {{Synthesizing Realistic Traffic Events From UAV Perspectives: A Mask-Guided Generative Approach Based on Style-Modulated Transformer}},
author = {Wei Zhou and Nan Zheng and Chen Wang},
journal = {IEEE Transactions on Intelligent Vehicles},
year = {2025},
volume = {10},
number = {11},
pages = {5008--5022},
doi = {10.1109/tiv.2024.3510563}
}
@article{tii-2025-3558311,
title = {{Data-Efficient Object Detection on Construction Sites Using Reweighting Mechanism and Cross-Batch Contrastive Learning}},
author = {Wei Zhou and Lei Zhao and Hongpu Huang and Chen Wang},
journal = {IEEE Transactions on Industrial Informatics},
year = {2025},
volume = {21},
number = {8},
pages = {6028--6037},
doi = {10.1109/tii.2025.3558311}
}
@article{tits-2023-3328195,
title = {{All-Day Vehicle Detection From Surveillance Videos Based on Illumination-Adjustable Generative Adversarial Network}},
author = {Wei Zhou and Chen Wang and Yiran Ge and Longhui Wen and Yunfei Zhan},
journal = {IEEE Transactions on Intelligent Transportation Systems},
year = {2024},
volume = {25},
number = {5},
pages = {3326--3340},
doi = {10.1109/tits.2023.3328195}
}
@article{tits-2023-3314051,
title = {{Pedestrian Crossing Intention Prediction From Surveillance Videos for Over-the-Horizon Safety Warning}},
author = {Wei Zhou and Yuqing Liu and Lei Zhao and Sixuan Xu and Chen Wang},
journal = {IEEE Transactions on Intelligent Transportation Systems},
year = {2024},
volume = {25},
number = {2},
pages = {1394--1407},
doi = {10.1109/tits.2023.3314051}
}
@article{tits-2023-3304288,
title = {{Monitoring-Based Traffic Participant Detection in Urban Mixed Traffic: A Novel Dataset and A Tailored Detector}},
author = {Wei Zhou and Chen Wang and Jingxin Xia and Zhendong Qian and Yuan Wu},
journal = {IEEE Transactions on Intelligent Transportation Systems},
year = {2024},
volume = {25},
number = {1},
pages = {189--202},
doi = {10.1109/tits.2023.3304288}
}
@article{j-compag-2023-108592,
title = {{A fast and data-efficient deep learning framework for multi-class fruit blossom detection}},
author = {Wei Zhou and Yifan Cui and Hongpu Huang and Haitian Huang and Chen Wang},
journal = {Computers and Electronics in Agriculture},
year = {2024},
volume = {217},
pages = {108592},
doi = {10.1016/j.compag.2023.108592}
}
@article{tits-2023-3297589,
title = {{An Appearance-Motion Network for Vision-Based Crash Detection: Improving the Accuracy in Congested Traffic}},
author = {Wei Zhou and Longhui Wen and Yunfei Zhan and Chen Wang},
journal = {IEEE Transactions on Intelligent Transportation Systems},
year = {2023},
volume = {24},
number = {12},
pages = {13742--13755},
doi = {10.1109/tits.2023.3297589}
}
@article{j-engappai-2023-105865,
title = {{Automatic waste detection with few annotated samples: Improving waste management efficiency}},
author = {Wei Zhou and Lei Zhao and Hongpu Huang and Yuzhi Chen and Sixuan Xu and Chen Wang},
journal = {Engineering Applications of Artificial Intelligence},
year = {2023},
volume = {120},
pages = {105865},
doi = {10.1016/j.engappai.2023.105865}
}
@article{tits-2022-3195509,
title = {{An Automated Learning Framework With Limited and Cross-Domain Data for Traffic Equipment Detection From Surveillance Videos}},
author = {Wei Zhou and Yuqing Liu and Chen Wang and Yunfei Zhan and Yulu Dai and Ruiyu Wang},
journal = {IEEE Transactions on Intelligent Transportation Systems},
year = {2022},
volume = {23},
number = {12},
pages = {24891--24903},
doi = {10.1109/tits.2022.3195509}
}
@article{j-autcon-2022-104628,
title = {{Road defect detection from on-board cameras with scarce and cross-domain data}},
author = {Wei Zhou and Yunfei Zhan and Hancheng Zhang and Lei Zhao and Chen Wang},
journal = {Automation in Construction},
year = {2022},
volume = {144},
pages = {104628},
doi = {10.1016/j.autcon.2022.104628}
}