Cao, Xiaochun

A review of uncertainty quantification in deep learning: Techniques, applications and challenges

Abdar, M., Pourpanah, F., Hussain, S., Rezazadegan, D., Liu, L., Ghavamzadeh, M., Fieguth, P., Cao, X., Khosravi, A., Acharya, U. R., et al. (2021) · Information Fusion

Adversarial Robustness in Machine LearningGaussian Processes and Bayesian Inference

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AVoiD-DF: Audio-Visual Joint Learning for Detecting Deepfake

Yang, W., Zhou, X., Chen, Z., Guo, B., Ba, Z., Xia, Z., Cao, X., & Ren, K. (2023) · IEEE Transactions on Information Forensics and Security

Digital Media Forensic DetectionMisinformation and Its Impacts

Cited by 198

Multimodal Gesture Recognition Based on the ResC3D Network

Miao, Q., Li, Y., Ouyang, W., Ma, Z., Xu, X., Shi, W., & Cao, X. (2017) · 2017 IEEE International Conference on Computer Vision Workshops (ICCVW)

Hand Gesture Recognition SystemsHuman Pose and Action Recognition

Cited by 168

Fighting Fake News: Two Stream Network for Deepfake Detection via Learnable SRM

Han, B., Han, X., Zhang, H., Li, J., & Cao, X. (2021) · IEEE Transactions on Biometrics, Behavior, and Identity Science

Digital Media Forensic DetectionGenerative Adversarial Networks and Image Synthesis

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Boosting Fast Adversarial Training With Learnable Adversarial Initialization

Jia, X., Zhang, Y., Wu, B., Wang, J., & Cao, X. (2022) · IEEE Transactions on Image Processing

Adversarial Robustness in Machine LearningDigital Media Forensic Detection

Cited by 69

Fine-Grained Multimodal DeepFake Classification via Heterogeneous Graphs

Yin, Q., Lu, W., Cao, X., Luo, X., Zhou, Y., & Huang, J. (2024) · International Journal of Computer Vision

Digital Media Forensic DetectionMisinformation and Its Impacts

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Uncertainty-aware Medical Diagnostic Phrase Identification and Grounding

Zou, K., Bai, Y., Liu, B., Chen, Y., Chen, Z., Zhou, Y., Yuan, X., Wang, M., Shen, X., Cao, X., et al. (2024) · arXiv

Multimodal Machine Learning ApplicationsArtificial Intelligence in Healthcare and Education

Cited by 20

Not All Samples are Trustworthy: Towards Deep Robust SVP Prediction

Xu, Q., Yang, Z., Jiang, Y., Cao, X., Yao, Y., & Huang, Q. (2022) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Mobile Crowdsensing and CrowdsourcingMachine Learning and Data Classification

Cited by 6

SIGMA-DF: Single-Side Guided Meta-Learning for Deepfake Detection

Han, B., Li, J., Ren, W., Luo, M., Liu, J., & Cao, X. (2023) · Proceedings of the 2023 ACM International Conference on Multimedia Retrieval

Digital Media Forensic DetectionFace recognition and analysis

Cited by 4