Bailey, James

Symmetric Cross Entropy for Robust Learning With Noisy Labels

Wang, Y., Ma, X., Chen, Z., Luo, Y., Yi, J., & Bailey, J. (2019) · 2019 IEEE/CVF International Conference on Computer Vision (ICCV)

Machine Learning and Data ClassificationAdvanced Neural Network Applications

Cited by 1,046

Understanding adversarial attacks on deep learning based medical image analysis systems

Ma, X., Niu, Y., Gu, L., Wang, Y., Zhao, Y., Bailey, J., & Lu, F. (2021) · Pattern Recognition

Adversarial Robustness in Machine LearningDigital Media Forensic Detection

Cited by 553

Reflection Backdoor: A Natural Backdoor Attack on Deep Neural Networks

Liu, Y., Ma, X., Bailey, J., & Lu, F. (2020) · Lecture Notes in Computer Science

Adversarial Robustness in Machine LearningDigital Media Forensic Detection

Cited by 531

Discovering outlying aspects in large datasets

Vinh, N. X., Chan, J., Romano, S., Bailey, J., Leckie, C., Ramamohanarao, K., & Pei, J. (2016) · Data Mining and Knowledge Discovery

Anomaly Detection Techniques and ApplicationsData Management and Algorithms

Cited by 83

Mining outlying aspects on numeric data

Duan, L., Tang, G., Pei, J., Bailey, J., Campbell, A., & Tang, C. (2015) · Data Mining and Knowledge Discovery

Anomaly Detection Techniques and ApplicationsData Management and Algorithms

Cited by 70

Continuous Evaluation of Video Lectures from Real-Time Difficulty Self-Report

Srivastava, N., Velloso, E., Lodge, J. M., Erfani, S., & Bailey, J. (2019) · Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems

Visual and Cognitive Learning ProcessesEvaluation of Teaching Practices

Cited by 24

The importance of automated real-time performance feedback in virtual reality temporal bone surgery training

Davaris, M., Wijewickrema, S., Zhou, Y., Piromchai, P., Bailey, J., Kennedy, G., & O’Leary, S. (2019) · Lecture Notes in Computer Science

Surgical Simulation and TrainingVirtual Reality Applications and Impacts

Cited by 20

MOOCs Meet Measurement Theory: A Topic-Modelling Approach

He, J., Rubinstein, B., Bailey, J., Zhang, R., Milligan, S., & Chan, J. (2016) · Proceedings of the AAAI Conference on Artificial Intelligence

Online Learning and AnalyticsIntelligent Tutoring Systems and Adaptive Learning

Cited by 10