Haohan Wang

High-Frequency Component Helps Explain the Generalization of Convolutional Neural Networks

Haohan Wang, Xindi Wu, Zeyi Huang et al. · 2020 · 587 citations

Convolutional Neural Network, Engineering, Machine Learning +17

Learning Robust Global Representations by Penalizing Local Predictive Power

Haohan Wang, Songwei Ge, Eric P. Xing et al. · arXiv (Cornell University) · 2019 · 278 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Unlearn Dataset Bias in Natural Language Inference by Fitting the Residual

He He, Sheng Zha, Haohan Wang · 2019 · 164 citations · Full text

Learning Robust Representations by Projecting Superficial Statistics Out

Haohan Wang, Zexue He, Zachary C. Lipton et al. · arXiv (Cornell University) · 2019 · 93 citations · Full text

Engineering, Machine Learning, Autoencoders +18

Learning Robust Global Representations by Penalizing Local Predictive Power

Haohan Wang, Songwei Ge, Zachary C. Lipton et al. · Neural Information Processing Systems · 2019 · 74 citations

Convolutional Neural Network, Engineering, Machine Learning +18