- Yu-Gang Jiang, Zuxuan Wu, Jun Wang, Xiangyang Xue, Shih-Fu Chang. Exploiting feature and class relationships in video categorization with regularized deep neural networks. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017.
- Xianglong Liu, Junfeng He, Shih-Fu Chang. Hash Bit Selection for Nearest Neighbor Search. IEEE Transactions on Image Processing, 2017.
- 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.
- Mohammad Soleymani, David Garcia, Brendan Jou, Björn Schuller, Shih-Fu Chang, Maja Pantic. A survey of multimodal sentiment analysis. Image and Vision Computing, 2017.
- Jie Feng, Svebor Karaman, Shih-Fu Chang. Deep Image Set Hashing. In Applications of Computer Vision (WACV), 2017 IEEE Winter Conference on, 2017.
- Zheng Shou, Jonathan Chan, Alireza Zareian, Kazuyuki Miyazawa, Shih-Fu Chang. CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
- Tongtao Zhang, Spencer Whitehead, Hanwang Zhang, Hongzhi Li, Joseph Ellis, Lifu Huang, Wei Liu, Heng Ji, Shih-Fu Chang. Improving Event Extraction via Multimodal Integration. In Proceedings of the 2017 ACM on Multimedia Conference, Pages 270-278, 2017.
- Hanwang Zhang, Zawlin Kyaw, Jinyang Yu, Shih-Fu Chang. PPR-FCN: Weakly Supervised Visual Relation Detection via Parallel Pairwise R-FCN. In International Conference on Computer Vision (ICCV), 2017.
- Xu Zhang, Felix X. Yu, Sanjiv Kumar, Shih-Fu Chang. Learning Spread-out Local Feature Descriptors. In International Conference on Computer Vision (ICCV), 2017.
- Hanwang Zhang, Zawlin Kyaw, Shih- Chang, Tat- Chua. Visual Translation Embedding Network for Visual Relation Detection. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
- Xu Zhang, Felix X. Yu, Svebor Karaman, Shih-Fu Chang. Learning Discriminative and Transformation Covariant Local Feature Detectors. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
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