Publications of Brendan Jou

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Journals

1. Nikolaos Pappas, Miriam Redi, Mercan Topkara, Hongyi Liu, Brendan Jou, Tao Chen, Shih-Fu Chang. Multilingual visual sentiment concept clustering and analysis. International Journal of Multimedia Information Retrieval, 6(1):51-70, 2017.
2. Mohammad Soleymani, David Garcia, Brendan Jou, Bj�rn Schuller, Shih-Fu Chang, Maja Pantic. A survey of multimodal sentiment analysis. Image and Vision Computing, 2017.

Conferences

1. Victor Campos, Xavier Giro-i-Nieto, Brendan Jou, Jordi Torres, Shih-Fu Chang. Sentiment concept embedding for visual affect recognition. In Multimodal Behavior Analysis in the Wild, Pages 349-367, 2019.
2. Victor Campos, Brendan Jou, Xavier Giro-i-Nieto, Jordi Torres, Shih-Fu Chang. Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks. In International Conference on Learning Representations, 2018.
3. Bingchen Gong, Brendan Jou, Felix Yu, Shih-Fu Chang. Tamp: A Library for Compact Deep Neural Networks with Structured Matrices. In ACM International Conference on Multimedia, Amsterdam, The Netherlands, 2016.
4. Brendan Jou, Shih-Fu Chang. Deep Cross Residual Learning for Multitask Visual Recognition. In ACM International Conference on Multimedia, Amsterdam, The Netherlands, 2016.
5. Hongyi Liu, Brendan Jou, Tao Chen, Mercan Topkara, Nikolaos Pappas, Miriam Redi, Shih-Fu Chang. Complura: Exploring and Leveraging a Large-scale Multilingual Visual Sentiment Ontology. In ACM International Conference on Multimedia Retrieval (ICMR), 2016.
6. Nikolaos Pappas, Miriam Redi, Mercan Topkara, Brendan Jou, Hongyi Liu, Tao Chen, Shih-Fu Chang. Multilingual Visual Sentiment Concept Matching. In ACM International Conference on Multimedia Retrieval (ICMR), 2016.
7. Brendan Jou, Margaret Yuying Qian, Shih-Fu Chang. SentiCart: Cartography & Geo-contextualization for Multilingual Visual Sentiment. In ACM International Conference on Multimedia Retrieval (ICMR), 2016.
8. Brendan Jou, Tao Chen, Nikolaos Pappas, Miriam Redi, Mercan Topkara, Shih-Fu Chang. Visual Affect Around the World: A Large-scale Multilingual Visual Sentiment Ontology. In Proceedings of the 23st ACM international conference on Multimedia, 2015.
9. Joseph G Ellis, Brendan Jou, Shih-Fu Chang. Why We Watch the News: A Dataset for Exploring Sentiment in Broadcast Video News. In ACM International Conference on Multimodal Interaction (ICMI), November 2014.
10. Brendan Jou, Subhabrata Bhattacharya, Shih-Fu Chang. Predicting Viewer Perceived Emotions in Animated GIFs. In ACM Multimedia, Grand Challenge, November 2014.
11. Brendan Jou, Hongzhi Li, Joseph G. Ellis, Daniel Morozoff, Shih-Fu Chang. Structured Exploration of Who, What, When, and Where in Heterogeneous Multimedia News Sources. In ACM Multimedia, Grand Challenge, October 2013.
12. Hongzhi Li, Brendan Jou, Joseph G. Ellis, Daniel Morozoff, Shih-Fu Chang. News Rover: Exploring Topical Structures and Serendipity in Heterogeneous Multimedia News. In ACM Multimedia, Technical Demonstration, October 2013.
13. Xin Guo, Dong Liu, Brendan Jou, Mojun Zhu, Anni Cai, Shih-Fu Chang. Robust Object Co-Detection. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Portland, OR, June 2013.

Technical Reports

1. Brendan Jou, Shih-Fu Chang. Going Deeper for Multilingual Visual Sentiment Detection. Research Report arXiv preprint arXiv:1605.09211, 2016. download

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