New Paper


Journal Articles


Yao_2021_TMM

APSE: Attention-aware polarity-sensitive embedding for emotion-based image retrieval

Xingxu Yao, Sicheng Zhao, Yu-Kun Lai, Dongyu She, Jie Liang, Jufeng Yang
IEEE Transcation on Multimedia (TMM), 2021[accepted].

Yao_2021_TMM

Adaptive Deep Metric Learning for Affective Image Retrieval and Classification

Xingxu Yao, Dongyu She, Haiwei Zhang, Jufeng Yang, Ming-Ming Cheng and Liang Wang
IEEE Transcation on Multimedia (TMM), 2021[accepted].

She_2020_TMM

Learning Discriminative Sentiment Representation from Strongly- and Weakly-Supervised CNNs

Dongyu She, Ming Sun, Jufeng Yang
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM) (TOMM), 2020[accepted].

She_2019_TMM

WSCNet: Weakly Supervised Coupled Networks for Visual Sentiment Classification and Detection

Dongyu She, Jufeng Yang, Ming-Ming Cheng, Yu-Kun Lai, Paul L. Rosin and Liang Wang
IEEE Transcation on Multimedia (TMM), 2020[accepted].

Yao_2021_TMM

Visual Sentiment Prediction Based on Automatic Discovery of Affective Regions

Jufeng Yang, Dongyu She, Ming Sun, Ming-Ming Cheng, Paul L. Rosin, and Liang Wang
IEEE Transcation on Multimedia (TMM), 2018[accepted].

Yao_2021_TMM

Deep Coordinated Textual and Visual Network for Sentiment-Oriented Cross-Modal Retrieval

Jiamei Fu, Dongyu She, Xingxu Yao, Yuxiang Zhang, and Jufeng Yang
Pacific Rim International Conferences on Artificial Intelligence (PRICAI), 2018[accepted].

Yao_2021_TMM

Discovering Affctive Regions In Deep Convolutional Neural Networks For Visual Sentiment Prediction

Ming Sun, Jufeng Yang, Kai Wang, Hui Shen
International Conference on Multimedia and Expositions (ICME), 2016[accepted].


Conference Proceedings


Yao_2019_ICCV

Attention-Aware Polarity Sensitive Embedding for Affective Image Retrieval

Xingxu Yao, Dongyu She, Sicheng Zhao, Jie Liang, Yu-Kun Lai, Jufeng Yang
IEEE International Conference on Computer Vision( (ICCV), 2019[accepted].

Zhan_2019_ICCV

Zero-Shot Emotion Recognition via Affective Structural Embedding

Chi Zhan, Dongyu She, Sicheng Zhao, Ming-Ming Cheng, Jufeng Yang
IEEE International Conference on Computer Vision( (ICCV), 2019[accepted].

Yang_2018_AAAI

Retrieving and Classifying Affective Images via Deep Metric Learning

Jufeng Yang, Dongyu She, Yu-Kun Lai, Ming-Hsuan Yang
AAAI Conference on Artificial Intelligence (AAAI), New Orleans, Louisiana, USA, Feb. 2018.

Yang_2018_AAAI

Weakly Supervised Coupled Networks for Visual Sentiment Analysis

Jufeng Yang, Dongyu She, Yu-Kun Lai, Paul L. Rosin, Ming-Hsuan Yang
Internaltional Conference on Computer Vision and Pattern Recogintion (CVPR), Salt Lake City, Utah, USA, June. 2018.

Yao_2021_TMM

Text Emotion Distribution Learning via Multi-Task Convolutional Neural Network

Yuxiang Zhang, Jiamei Fu, Dongyu She, Ying Zhang, Senzhang Wang, and Jufeng Yang
International Joint Conference on Artificial Intelligence (IJCAI), 2018[accepted].

Yao_2021_TMM

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

Jufeng Yang, Dongyu She, Ming Sun
International Joint Conference on Artificial Intelligence (IJCAI), 2017[accepted].

Yang_2018_AAAI

Learning Visual Sentiment Distributions via Augmented Conditional Probability Neural Network

Jufeng Yang, Ming Sun, Xiaoxiao Sun
Internaltional Conference on Computer Vision and Pattern Recogintion (AAAI), San Francisco, California, USA, Feb. 2017.

New Dataset

All Demos

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Image Sentiment

Demo for Image Sentiment Recognization.

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Facial Expression

Demo for Facial Emotion Recognization.

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