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Semantic Compression Embedding for Generative Zero-Shot Learning. Ziming Hong*, Shiming Chen*#, Guo-Sen Xie, Wenhan Yang, Jian Zhao, Yuanjie Shao, Qinmu Peng, Xinge You# (*:co-first author; #:corresponding author) The 31th International Joint Conference on Artificial Intelligence ( IJCAI ), 2022: 956-963. (CCF-A) |
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MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning.
[PDF]
[arXiv]
[Code] Shiming Chen, Ziming Hong, Guo-Sen Xie, Wenhan Yang, Qinmu Peng, Kai Wang, Jian Zhao, Xinge You. IEEE/CVF Conference on Computer Vision and Pattern Recognition ( CVPR ), 2022: 7612-7621. (CCF-A) |
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TransZero: Attribute-guided Transformer for Zero-Shot Learning.
[PDF]
[arXiv]
[Code] Shiming Chen, Ziming Hong, Yang Liu, Guo-Sen Xie, Baigui Sun, Hao Li, Qinmu Peng, Ke Lu, Xinge You. Thirty-Sixth AAAI Conference on Artificial Intelligence ( AAAI ), 2022: 330-338. (CCF-A) |
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HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning.
[PDF]
[arXiv]
[Code] Shiming Chen, Guo-Sen Xie, Qinmu Peng, Yang Liu, Baigui Sun, Hao Li, Xinge You, Ling Shao. Annual Conference on Neural Information Processing Systems ( NeurIPS ), 2021: 16622-16634. (CCF-A) |
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FREE: Feature Refinement for Generalized Zero-shot Learning.
[PDF]
[arXiv]
[Code] Shiming Chen, Wenjie Wang, Beihao Xia, Qinmu Peng, Xinge You, Feng Zheng, Ling Shao. IEEE International Conference on Computer Vision ( ICCV ), 2021: 1106-1112. (CCF-A) |
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Norm-guided Adaptive Visual Embedding for Zero-Shot Sketch-Based Image Retrieval.
[PDF] Wenjie Wang, Yufeng Shi, Shiming Chen, Qinmu Peng, Feng Zheng, Xinge You The 30th International Joint Conference on Artificial Intelligence ( IJCAI ), 2021. (CCF-A) |
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TransZero++: Cross Attribute-guided Transformer for Zero-Shot Learning. Shiming Chen, Ziming Hong, Wenjin Hou, Guo-Sen Xie, Yibing Song, Jian Zhao, Xinge You, Shuicheng Yan, Ling Shao. [Project Page] [arXiv] [PDF] [Code] IEEE Transactions on Pattern Analysis and Machine Intelligence ( TPAMI ), to appear, 2022. (SCI, IF=24.314) |
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GNDAN: Graph Navigated Dual Attention Network for Zero-Shot Learning.
[Code]
[PDF] Shiming Chen, Ziming Hong, Guo-Sen Xie, Xinge You, Weiping Ding and Ling Shao. IEEE Transactions on Neural Networks and Learning Systems ( TNNLS), to appear, 2022. (SCI, IF=14.255) |
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Kernelized Similarity Learning and Embedding for Dynamic Texture Synthesis.
[Code]
[arXiv]
Shiming Chen, Peng Zhang, Guo-sen Xie, Zehong Cao, Qinmu Peng, Wei Yuan, Xinge You. IEEE Transactions on Systems, Man and Cybernetics: Systems ( TSMCA), to appear, 2022. (SCI, IF=11.471) |
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CDE-GAN: Cooperative Dual Evolution Based Generative Adversarial Network.
[PDF]
[arXiv]
Shiming Chen, Wenjie Wang, Beihao Xia, Xinge You, Qinmu Peng, Zehong Cao, Weiping Ding. IEEE Transactions on Evolutionary Computation ( TEVC ), 25:986-1000, 2021. (SCI, IF=16.497) |
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Semi-Supervised Feature Learning for Improving Writer Identification.
[Code] Shiming Chen, Yisong Wang, Chin-Teng Lin, Weiping Ding, Zehong Cao. Information Sciences ( INS ), 482:156-170, 2019. (SCI, IF=8.233) |
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A Robust Offline Writer Identification Method.
[Code] Shiming Chen, Yisong Wang. ACTA AUTOMATICA SINICA (自动化学报), 46(1):108-116, 2020. (In Chinese, CAA-A,CCF-A,卓越期刊) |