Shiyu Liang

Shiyu Liang

University of Illinois Urbana Champaign - Champaign / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 1408109
person_outline Shiyu Liang's MOST POPULAR ARTICLES
1-) Enhancing the reliability of out-of-distribution image detection in neural networksS Liang, Y Li, R Srikant6th International Conference on Learning Representations (ICLR), 2018, 201711982017
2-) Why deep neural networks for function approximation?S Liang, R Srikant5th International Conference on Learning Representations (ICLR), 2017, 2016346*2016
3-) Adding One Neuron Can Eliminate All Bad Local MinimaS Liang, R Sun, JD Lee, R SrikantThirty-second Conference on Neural Information Processing Systems (NeurIPS …, 2018762018
4-) The global landscape of neural networks: An overviewR Sun, D Li, S Liang, T Ding, R SrikantIEEE Signal Processing Magazine 37 (5), 95-108, 2020932020
5-) Understanding the loss surface of neural networks for binary classificationS Liang, R Sun, Y Li, R SrikantThirty-sixth International Conference on Machine Learning (ICML), 2018, 2018902018