Visual Sentiment Prediction Based on Automatic Discovery of Affective Regions

Jufeng Yang, Dongyu She, Ming Sun, +3

IEEE Transactions on Multimedia

Convolutional Neural NetworkEngineeringMachine LearningAffective NeuroscienceMultimodal Sentiment Analysis +24

Joint Image Emotion Classification and Distribution Learning via Deep Convolutional Neural Network

Jufeng Yang, Dongyu She, Ming Sun

Distribution DatasetConvolutional Neural NetworkEngineeringMachine LearningDistribution Prediction +20

Learning Visual Sentiment Distributions via Augmented Conditional Probability Neural Network

Jufeng Yang, Ming Sun, Xiaoxiao Sun

Proceedings of the AAAI Conference on Artificial Intelligence

Few-shot LearningEngineeringMachine LearningNeural NetworkMultimodal Learning +17

Compact Generalized Non-local Network

Kaiyu Yue, Ming Sun, Yuchen Yuan, +3

arXiv (Cornell University)

EngineeringMachine LearningVideo ProcessingNetwork AnalysisVideo Interpretation +17

Model Compression Applied to Small-Footprint Keyword Spotting

George Tucker, Minhua Wu, Ming Sun, +3

Image AnalysisSpeech CodingData ScienceEngineeringPattern Recognition +8

Monophone-Based Background Modeling for Two-Stage On-Device Wake Word Detection

Minhua Wu, Sankaran Panchapagesan, Ming Sun, +5

EngineeringMachine LearningAmazon EchoMonophone-based Background ModelingAcoustic Modeling +18

Compact Generalized Non-local Network

Kaiyu Yue, Ming Sun, Yuchen Yuan, +3

arXiv (Cornell University)

EngineeringMachine LearningVideo ProcessingNetwork AnalysisVideo Interpretation +17

Discovering affective regions in deep convolutional neural networks for visual sentiment prediction

Ming Sun, Jufeng Yang, Kai Wang, +1

Convolutional Neural NetworkEngineeringMachine LearningObject CategorizationN Object Proposals +19

Neural Text Normalization with Subword Units

Courtney Mansfield, Ming Sun, Yuzong Liu, +2

EngineeringNeural Text NormalizationCorpus LinguisticsLanguage ProcessingText Mining +16

Detecting Outlier Machine Instances Through Gaussian Mixture Variational Autoencoder With One Dimensional CNN

Ya Su, Youjian Zhao, Ming Sun, +8

IEEE Transactions on Computers

One Dimensional CnnAnomaly DetectionMachine LearningEngineeringAutoencoders +16