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FREE: Feature Refinement for Generalized Zero-shot Learning
S Chen, W Wang, B Xia, Q Peng, X You, F Zheng, L Shao
2021 IEEE/CVF International Conference on Computer Vision (ICCV), 2021
2052021
MSDN: Mutually semantic distillation network for zero-shot learning
S Chen, Z Hong, GS Xie, W Yang, Q Peng, K Wang, J Zhao, X You
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
1402022
TransZero: Attribute-Guided Transformer for Zero-Shot Learning
S Chen, Z Hong, Y Liu, GS Xie, B Sun, H Li, Q Peng, K Lu, X You
Association for the Advancement of Artificial Intelligence (AAAI), 2022
1362022
HSVA: Hierarchical semantic-visual adaptation for zero-shot learning
S Chen, G Xie, Y Liu, Q Peng, B Sun, H Li, X You, L Shao
Advances in Neural Information Processing Systems, 2021
1342021
Semi-supervised feature learning for improving writer identification
S Chen, Y Wang, CT Lin, Z Cao
Information Sciences 482, 156-170, 2019
612019
CDE-GAN: Cooperative dual evolution-based generative adversarial network
S Chen, W Wang, B Xia, X You, Q Peng, Z Cao, W Ding
IEEE Transactions on Evolutionary Computation 25 (5), 986-1000, 2021
412021
GNDAN: Graph Navigated Dual Attention Network for Zero-Shot Learning
S Chen, Z Hong, GS Xie, Q Peng, X You, W Ding, L Shao
IEEE Transactions on Neural Networks and Learning Systems, 2022
392022
TransZero++: Cross attribute-guided transformer for zero-shot learning
S Chen, Z Hong, W Hou, GS Xie, Y Song, J Zhao, X You, S Yan, L Shao
IEEE transactions on pattern analysis and machine intelligence 45 (11 …, 2023
322023
Semantic Compression Embedding for Generative Zero-Shot Learning
Z Hong, S Chen, GS Xie, W Yang, J Zhao, Y Shao, Q Peng, X You
The 31th International Joint Conference on Artificial Intelligence ( IJCAI ), 2022
222022
Norm-guided Adaptive Visual Embedding for Zero-Shot Sketch-Based Image Retrieval.
W Wang, Y Shi, S Chen, Q Peng, F Zheng, X You
IJCAI, 1106-1112, 2021
222021
Evolving Semantic Prototype Improves Generative Zero-Shot Learning
S Chen, W Hou, Z Hong, X Ding, Y Song, X You, T Liu, K Zhang
International Conference on Machine Learning ( ICML ), 2023
152023
Improving non-transferable representation learning by harnessing content and style
Z Hong, Z Wang, L Shen, Y Yao, Z Huang, S Chen, C Yang, M Gong, ...
The Twelfth International Conference on Learning Representations, 2024
142024
Emerging synergies in causality and deep generative models: A survey
G Zhou, S Xie, G Hao, S Chen, B Huang, X Xu, C Wang, L Zhu, L Yao, ...
arXiv preprint arXiv:2301.12351, 2023
132023
EGANS: Evolutionary Generative Adversarial Network Search for Zero-Shot Learning
S Chen, S Chen, W Hou, W Ding, X You
IEEE Transactions on Evolutionary Computation, 2023
122023
Progressive Semantic-Guided Vision Transformer for Zero-Shot Learning
S Chen, W Hou, S Khan, FS Khan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
112024
Few-shot object detection: Research advances and challenges
Z Xin, S Chen, T Wu, Y Shao, W Ding, X You
Information Fusion, 102307, 2024
92024
Visual-Augmented Dynamic Semantic Prototype for Generative Zero-Shot Learning
W Hou, S Chen, S Chen, Z Hong, Y Wang, X Feng, S Khan, FS Khan, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
62024
Ecea: Extensible co-existing attention for few-shot object detection
Z Xin, T Wu, S Chen, Y Zou, L Shao, X You
IEEE Transactions on Image Processing, 2024
42024
Rethinking attribute localization for zero-shot learning
S Chen, S Chen, GS Xie, X Shu, X You, X Li
Science China Information Sciences 67 (7), 172103, 2024
32024
HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain Generalization
G Zhou, Z Han, S Chen, B Huang, L Zhu, T Liu, L Yao, K Zhang
arXiv preprint arXiv:2401.09716, 2024
32024
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