Benchmarking Robustness of AI-Enabled Multi-sensor Fusion Systems: Challenges and Opportunities
Author:
Affiliation:
1. Nanjing University, Nanjing, China
2. University of Alberta, Edmonton, Canada
3. University of Tokyo, Tokyo, Japan / University of Alberta, Edmonton, Canada
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3611643.3616278
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4. Keenan Burnett , David J Yoon , Yuchen Wu , Andrew Zou Li , Haowei Zhang, Shichen Lu, Jingxing Qian, Wei-Kang Tseng, Andrew Lambert, and Keith YK Leung. 2022 . Boreas : A Multi-Season Autonomous Driving Dataset . arXiv preprint arXiv:2203.10168. Keenan Burnett, David J Yoon, Yuchen Wu, Andrew Zou Li, Haowei Zhang, Shichen Lu, Jingxing Qian, Wei-Kang Tseng, Andrew Lambert, and Keith YK Leung. 2022. Boreas: A Multi-Season Autonomous Driving Dataset. arXiv preprint arXiv:2203.10168.
5. nuScenes: A Multimodal Dataset for Autonomous Driving
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1. CooTest: An Automated Testing Approach for V2X Communication Systems;Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis;2024-09-11
2. MultiTest: Physical-Aware Object Insertion for Testing Multi-sensor Fusion Perception Systems;Proceedings of the IEEE/ACM 46th International Conference on Software Engineering;2024-04-12
3. AFTR: A Robustness Multi-Sensor Fusion Model for 3D Object Detection Based on Adaptive Fusion Transformer;Sensors;2023-10-12
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