Least Squares Generative Adversarial Networks

Xudong Mao, Qing Li, Haoran Xie, +3

Image AnalysisMachine LearningData ScienceLsgan YieldsPattern Recognition +11

On the Effectiveness of Least Squares Generative Adversarial Networks

Xudong Mao, Qing Li, Haoran Xie, +3

IEEE Transactions on Pattern Analysis and Machine Intelligence

Least Squares Generative Adversarial Networks

Xudong Mao, Qing Li, Haoran Xie, +3

arXiv (Cornell University)

Generative Semi-supervised Learning for Multivariate Time Series Imputation

Xiaoye Miao, Yangyang Wu, Jun Wang, +3

Proceedings of the AAAI Conference on Artificial Intelligence

EngineeringMachine LearningTemporal Reminder MatrixGenerative SystemLatent Modeling +14

Multi-class Generative Adversarial Networks with the L2 Loss Function.

Xudong Mao, Qing Li, Haoran Xie, +2

arXiv (Cornell University)

Image AnalysisMachine LearningEngineeringGenerative Adversarial NetworkElegant Images +10

Sentiment topic models for social emotion mining

Yanghui Rao, Qing Li, Xudong Mao, +1

Information Sciences

Computational Social ScienceTopic ModelAffective NeuroscienceKnowledge DiscoveryAffective Computing +10

Image-to-image Translation via Hierarchical Style Disentanglement

Xinyang Li, Shengchuan Zhang, Jie Hu, +6

EngineeringMachine LearningImage-to-image TranslationStyle TransferNatural Language Processing +17

Community-aware user profile enrichment in folksonomy

Haoran Xie, Qing Li, Xudong Mao, +3

Neural Networks

Computational Social ScienceSocial Semantic WebEngineeringInformation RetrievalData Science +5

Virtual Mixup Training for Unsupervised Domain Adaptation

Xudong Mao, Yun Ma, Zhenguo Yang, +2

arXiv (Cornell University)

Artificial IntelligenceNatural Language ProcessingData AugmentationVirtual Mixup TrainingMachine Learning +12

Multi-Task Learning for Abstractive and Extractive Summarization

Yangbin Chen, Yun Ma, Xudong Mao, +1

Data Science and Engineering

Structured PredictionEngineeringMachine LearningEntity SummarizationAutomatic Document Summarization +14