Xinjie Lan
Southwest Petroleum University(CN)
Publications by Year
Research Areas
Neural Networks and Applications, Image and Signal Denoising Methods, Generative Adversarial Networks and Image Synthesis, Adversarial Robustness in Machine Learning, Gaussian Processes and Bayesian Inference
Most-Cited Works
- → Multi-rate Attention Based GRU Model for Engagement Prediction(2020)37 cited
- → AttentionMask R‐CNNwith edge refinement algorithm for identifying circulating genetically abnormal cells(2022)31 cited
- → Adaptive robust control for spatial hydraulic parallel industrial robot(2011)12 cited
- → Field of experts: Optimal structured Bayesian compressed sensing(2017)6 cited
- → From MRFS to CNNS: A novel image restoration method(2018)5 cited
- → A synthetic dataset for deep learning(2019)3 cited
- → An Information Theoretic Defense Algorithm against Adversarial Attacks on Deep Learning(2021)3 cited
- → A Probabilistic Representation of Deep Learning for Improving The Information Theoretic Interpretability(2020)2 cited
- → A Probabilistic Representation of DNNs: Bridging Mutual Information and Generalization(2021)2 cited
- → PAC-Bayesian Generalization Bounds for MultiLayer Perceptrons(2020)2 cited