Xinjie Lan

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 12

Top Topics

Information Theoretic

Image Recognition

Top Venues

Publications

Xinjie Lan, Samet Bayram, Kenneth E. Barner
An Information Theoretic Defense Algorithm against Adversarial Attacks on Deep Learning. AISS (2021)
Xinjie Lan, Kenneth E. Barner
A Probabilistic Representation of DNNs: Bridging Mutual Information and Generalization. CoRR (2021)
Xinjie Lan, Bin Zhu, Charles Boncelet, Kenneth E. Barner
Beyond the Bias Variance Trade-Off: A Mutual Information Trade-Off in Deep Learning. MLSP (2021)
Bin Zhu, Xinjie Lan, Xin Guo, Kenneth E. Barner, Charles Boncelet
Multi-rate Attention Based GRU Model for Engagement Prediction. ICMI (2020)
Xinjie Lan, Xin Guo, Kenneth E. Barner
PAC-Bayesian Generalization Bounds for MultiLayer Perceptrons. CoRR (2020)
Xinjie Lan, Kenneth E. Barner
A Probabilistic Representation of Deep Learning for Improving The Information Theoretic Interpretability. CoRR (2020)
Xinjie Lan, Kenneth E. Barner
A Probabilistic Representation of Deep Learning. CoRR (2019)
Xinjie Lan, Kenneth E. Barner
Regularization Learning for Image Recognition. ICMLA (2019)
Xinjie Lan
A synthetic dataset for deep learning. CoRR (2019)
Xinjie Lan, Kenneth E. Barner
Explicitly Bayesian Regularizations in Deep Learning. CoRR (2019)
Xinjie Lan, Kenneth E. Barner
From MRFS to CNNS: A novel image restoration method. CISS (2018)
Xinjie Lan, Kenneth E. Barner
Field of experts: Optimal structured Bayesian compressed sensing. GlobalSIP (2017)