Haohan Wang
Haohan Wang
HEX
Example implementation for the paper: (ICLR Oral) Learning Robust Representations by Projecting Superficial Statistics Out
HFC
Implementation for the paper (CVPR Oral): High Frequency Component Helps Explain the Generalization of Convolutional Neural Networks
ImageNet-Sketch
ImageNet-Sketch data set for evaluating model's ability in learning (out-of-domain) semantics at ImageNet scale
SelectAdditiveLearning
implementation for the paper "Select-Additive Learning: Improving Cross-individual Generalization in Multimodal Sentiment Analysis"
CF
Removing Confounding Factors Associated Weights in Deep Neural Networks Improves the Prediction Accuracy for Healthcare Applications
PAR
Implementation of Patch-wise Adversarial Regularization from "Learning Robust Global Representations by Penalizing Local Predictive Power"
PAR_experiments
Learning Robust Global Representations by Penalizing Local Predictive Power (NeurIPS 2019))