You can also find my articles on my Google Scholar profile.

Journal

• M. Cai, J. Kezierbieke, X. Zhong, and H. Chen, "Uncertainty-aware and class-balanced domain adaptation for object detection in driving scenes," IEEE Transactions on Intelligent Transportation Systems (T-ITS), DOI:10.1109/TITS.2024.3413813, 2024. (Impact factor: 9.551) [paper]
• G. Duan, H. Liu, M. Cai, J. Sun, and H. Chen, "MaDroid: A maliciousness-aware multifeatured dataset for detecting Android malware," Computers & Security, 2024. [paper]
• G. Duan, Y. Fu, M. Cai, H. Chen, and J. Sun, "DongTing: a large-scale dataset for anomaly detection of the Linux kernel," Journal of Systems and Software, 2023. [paper]
• C. Xue, X. Zhong, M. Cai, H. Chen, and W. Wang, "Audio-visual event localization by learning spatial and semantic co-attention," IEEE Transactions on Multimedia (TMM), DOI:10.1109/TMM.2021.3127029, 2021. (Impact factor: 6.513)
• H. Yu, M. Cai, Y. Liu, and F. Lu, "First- and third-person video co-analysis by learning spatial-temporal joint attention," IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), DOI:10.1109/TPAMI.2020.3030048, 2020. (Impact factor: 17.861)
• Y. Huang, M. Cai, Z. Li, F. Lu and Y. Sato, "Mutual context network for jointly estimating egocentric gaze and action," IEEE Transactions on Image Processing (TIP), DOI:10.1109/TIP.2020.3007841, 2020. (Impact factor: 6.79)
• Y. Huang, M. Cai, and Y. Sato, "An ego-vision system for discovering human joint attention," IEEE Transactions on Human-Machine Systems (THMS), DOI:10.1109/THMS.2020.2965429, 2020. (Impact factor: 3.332) [project]
• M. Cai, F. Lu, and Y. Gao, "Desktop action recognition from first-person point-of-view," IEEE Transactions on Cybernetics (TCYB), DOI:10.1109/TCYB.2018.2806381, 2018. (Impact factor: 8.803) [preprint]
• M. Cai, K. Kitani, and Y. Sato, "An ego-vision system for hand grasp analysis," IEEE Transactions on Human-Machine Systems (THMS), vol. 47, no. 4, pp. 524–535, 2017. (Impact factor: 2.563) [project] [preprint]

International Conference

• X. Ren, J. Luo, X. Zhong, and M. Cai, "Emotion-aware audio-driven face animation via contrastive feature disentanglement," INTERSPEECH, 2023. [paper]
• Z. Liao, F. Xiong, J. Luo, M. Cai, ES Chng, J. Feng, and X. Zhong, "Blind estimation of room impulse response from monaural reverberant speech with segmental generative neural network," INTERSPEECH, 2023. [paper]
• H. Jiang, J. Hu, D. Liu, J. Xiong, and M. Cai, "Driversonar: Fine-grained dangerous driving detection using active sonar," Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (UbiComp), 2021. [paper]
• M. Cai, F. Lu, and Y. Sato, "Generalizing hand segmentation in egocentric videos with uncertainty-guided model adaptation," IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020. (acceptance rate: 22%) [project]
• Z. Li, Y. Huang, M. Cai, and Y. Sato, "Manipulation-skill assessment from videos with spatial attention network," International Conference on Computer Vision Workshop (ICCVW), 2019.
  [Arxiv preprint]
• H. Yu, M. Cai, Y. Liu, and F. Lu, "What I see is what you see: joint attention learning for first and third person video co-analysis," ACM International Conference on Multimedia (ACM MM), 2019. (acceptance rate: 26.8%)
  [Arxiv preprint]
• Y. Huang, M. Cai, Z. Li, and Y. Sato, "Predicting gaze in egocentric videos by learning task-dependent attention transition," Proceedings of European Conference on Computer Vision (ECCV), Sep 2018. (oral presentation, acceptance rate: 2.4%)
  [project] [Arxiv preprint]
• Y. Huang, M. Cai, H. Kera, R. Yonetani, K. Higuchi, and Y. Sato, "Temporal localization and spatial segmentation of joint attention in multiple first-person videos," Proceedings of IEEE International Conference on Computer Vision Workshop (ICCVW), pp. 2313-2321, Oct 2017.
  [project] [paper] [poster]
• M. Cai, K. Kitani, and Y. Sato, "Understanding hand-object manipulation with grasp types and object attributes," Proceedings of Robotics: Science and Systems (RSS), XII.034, pp. 1-10, June 2016. (acceptance rate: 20%)
  [project] [paper]
• M. Cai, K. Kitani, and Y. Sato, "A scalable approach for understanding the visual structures of hand grasps," Proceedings of IEEE International Conference on Robotics and Automation (ICRA), pp. 1360-1366, May 2015.
  [project] [paper]

Domestic Conference

• Z. Li, Y. Huang, M. Cai, and Y. Sato, "Pairwise performance assessment using deep ranking," Meeting on Image Recognition and Understanding (MIRU), extended abstract, Aug 2018.
• Y. Huang, M. Cai, Z. Li, and Y. Sato, "Egocentric gaze prediction using task-dependent attention transition," Meeting on Image Recognition and Understanding (MIRU), extended abstract, Aug 2018.
• Y. Huang, M. Cai, H. Kera, R. Yonetani, K. Higuchi, and Y. Sato, "Spatial-temporal segmentation of joint attention in multiple first-person videos," Meeting on Image Recognition and Understanding (MIRU), extended abstract, Aug 2017.
• M. Cai, K.M. Kitani, and Y. Sato, "Hand skeleton pruning based on contour partition with fingertip detection," Meeting on Image Recognition and Understanding (MIRU), extended abstract, Nov 2014.

Technical Report

• M. Cai, K.M. Kitani, and Y. Sato, "Studying mutual context of grasp types and object attributes in hand manipulation activities," IEICE technical report, vol.116 no.208, pp. 105-112, Sep 2016.
• M. Cai, K.M. Kitani, and Y. Sato, "Discovering appearance-based grasp structures with wearable cameras," IEICE technical report, vol.114 no.351, pp. 49-54, Nov 2014.