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2022
会议

1 . Yuanhang Zhang, Susan Liang, Shuang Yang and Shiguang Shan. UniCon+: ICTCAS-UCAS Submission to the AVA-ActiveSpeaker Task at ActivityNet Challenge 2022 (1st Place). IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshop of the International Challenge on Activity Recognition (ActivityNet), 2022.

2 . Wenzheng Hou, Qianqian Xu, Zhiyong Yang, Shilong Bao, Yuan He and Qingming Huang. AdAUC: End-to-end Adversarial AUC Optimization Against Long-tail Problems. International Conference on Machine Learning (ICML), 8903–8925, 2022.

3 . Peisong Wen, Qianqian Xu, Zhiyong Yang, Yuan He and Qingming Huang. Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability. Annual Conference on Neural Information Processing Systems (NeurIPS), 2022.

4 . Huiyang Shao, Qianqian Xu, Zhiyong Yang, Shilong Bao and Qingming Huang. Asymptotically Unbiased Instance-wise Regularized Partial AUC Optimization: Theory and Algorithm. Annual Conference on Neural Information Processing Systems (NeurIPS), 2022.

5 . Wenzheng Hou, Qianqian Xu, Ke Ma, Qianxiu Hao, Qingming Huang. Quaternion Ordinal Embedding. International Joint Conference on Artificial Intelligence (IJCAI), 2066–2072, 2022.

6 . Yuanyuan Xu, Meina Kan, Shiguang Shan and Xilin Chen. Mutual Learning of Joint and Separate Domain Alignments for Multi-Source Domain Adaptation. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2022.

7 . Junbao Zhuo, Yan Zhu, Shuhao Cui, Shuhui Wang, Bin MA, Qingming Huang, Xiaoming Wei, and Xiaolin Wei. Zero-shot Video Classification with Appropriate Web and Task Knowledge Transfer. ACM Conference on Multimedia (ACM MM), 5761–5772, 2022.

8 . Sheng Fang, Shuhui Wang, Junbao Zhuo, Qingming Huang, Bin MA, Xiaoming Wei, and Xiaolin Wei. Concept Propagation via Attentional Knowledge Graph Reasoning for Video-Text Retrieval. ACM Conference on Multimedia (ACM MM), 4789–4800, 2022.

9 . Xuyang Guo, Meina Kan, Tianle Chen, Shiguang Shan. GAN with Multivariate Disentangling for Controllable Hair Editing. European Conference on Computer Vision (ECCV),  pp. 655–670, 2022.

10 . Jinsong Chen, Hu Han and Shiguang Shan. Towards High-Fidelity Face Self-occlusion Recovery via Multi-view Residual-based GAN Inversion. AAAI Conference on Artificial Intelligence (AAAI), 36(1): 294-302, Jun. 2022.

期刊

1 . Qianqian Xu, Zhiyong Yang, Yangbangyan Jiang, Xiaochun Cao, Yuan Yao and Qingming Huang. Not All Samples are Trustworthy: Towards Deep Robust SVP Prediction. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 44(6): 3154-3169, 2022.

2 . Chunrui Han, Shiguang Shan, Meina Kan, Shuzhe Wu and Xilin Chen. Personalized Convolution for Face Recognition. International Journal of Computer Vision (IJCV), vo. 130, pp. 344–362, 2022.

3 . 胡蓝青,阚美娜,山世光,陈熙霖. 面向大姿态人脸识别的正面化形变场学习. 中国图象图形学报, 27(7), pp. 2171-2184, 2022.

4 . Abhijit Das, Xuesong Niu, Antitza Dantcheva, S L Happy, Hu Han, Radia Zeghari, Philippe Robert, Shiguang Shan, Francois Bremond and Xilin Chen. A Spatio-temporal Approach for Apathy Classification. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 32(5): 2561-2573, May 2022.