Shiming Chen

According to our database, Shiming Chen authored at least 52 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Few-Shot Object Detection via Spatial-Channel State Space Model.

Zhimeng Xin, Tianxu Wu, Yixiong Zou, Shiming Chen, Dingjie Fu, Xinge You

IEEE Trans. Circuits Syst. Video Technol., May, 2026

Mutually Causal Semantic Distillation Network for Zero-Shot Learning.

Shiming Chen, Shuhuang Chen, Guo-Sen Xie, Xinge You

Int. J. Comput. Vis., May, 2026

Dynamic Semantic Complementary Network for Zero-Shot Learning.

Shuhuang Chen, Shiming Chen, Ziming Hong, Yuanjie Shao, Xinge You

IEEE Trans. Emerg. Top. Comput. Intell., February, 2026

From Small to Large: In-Context Learning as a New Paradigm for Domain Generalization.

Guanglin Zhou, Zhongyi Han, Shaoan Xie, Shiming Chen, Biwei Huang, Liming Zhu, Xinbo Gao, Lina Yao, Salman H. Khan

Int. J. Comput. Vis., January, 2026

FHNet: Frequency guided hierarchical optimization network for few-shot fine-grained classification of spatially dispersed and aggregated data.

Yuxiang Wang, Xinyu Dong, Xiaoyang Wan, Shiming Chen, Yongbin Qin, Wu Liu, Yongjin Liu, Jiebo Luo, Qi Wang

Inf. Fusion, 2026

2025

Object-Aware Image Augmentation for Audio-Visual Zero-Shot Learning.

Yujie Dong, Shiming Chen, Bowen Duan, Weiping Ding, Yisong Wang, Xinge You

IEEE Trans. Emerg. Top. Comput. Intell., December, 2025

Multi-Modal Prompts With Primitives Enhancement for Compositional Zero-Shot Learning.

Yutang Jin, Shiming Chen, Tianle Tong, Weiping Ding, Yisong Wang

IEEE Trans. Circuits Syst. Video Technol., December, 2025

Toward Disentangled and Controllable Deep Metric Learning With Human-Like Concept Decomposition.

Shuhuang Chen, Shiming Chen, Shuo Ye, Yuetian Wang, Xinge You

IEEE Trans. Neural Networks Learn. Syst., October, 2025

Adversarial Feature Training for Few-Shot Object Detection.

Tianxu Wu, Zhimeng Xin, Shiming Chen, Yixiong Zou, Xinge You

IEEE Trans. Circuits Syst. Video Technol., September, 2025

Prototype-Guided Curriculum Learning for Zero-Shot Learning.

Lei Wang, Shiming Chen, Guo-Sen Xie, Ziming Hong, Chaojian Yu, Qinmu Peng, Xinge You

CoRR, August, 2025

Semantics-Conditioned Generative Zero-Shot Learning via Feature Refinement.

Shiming Chen, Ziming Hong, Xinge You, Ling Shao

Int. J. Comput. Vis., July, 2025

Visual-Semantic Graph Matching Net for Zero-Shot Learning.

Bowen Duan, Shiming Chen, Yufei Guo, Guo-Sen Xie, Weiping Ding, Yisong Wang

IEEE Trans. Neural Networks Learn. Syst., June, 2025

Interpretable Zero-shot Learning with Infinite Class Concepts.

Zihan Ye, Shreyank N. Gowda, Shiming Chen, Yaochu Jin, Kaizhu Huang, Xiaobo Jin

CoRR, May, 2025

DRC: Discrete Representation Classifier With Salient Features via Fixed-Prototype.

Qinglei Li, Qi Wang, Yongbin Qin, Xinyu Dong, Xingcai Wu, Shiming Chen, Wu Liu, Yong-Jin Liu, Jiebo Luo

IEEE Trans. Circuits Syst. Video Technol., January, 2025

Toward Realistic Camouflaged Object Detection: Benchmarks and Method.

Zhimeng Xin, Tianxu Wu, Shiming Chen, Shuo Ye, Zijing Xie, Yixiong Zou, Xinge You, Yufei Guo

CoRR, January, 2025

HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain Generalization.

Guanglin Zhou, Zhongyi Han, Shiming Chen, Biwei Huang, Liming Zhu, Tongliang Liu, Lina Yao, Kun Zhang

IEEE Trans. Multim., 2025

GenZSL: Generative Zero-Shot Learning Via Inductive Variational Autoencoder.

Shiming Chen, Dingjie Fu, Salman Khan, Fahad Shahbaz Khan

Proceedings of the Forty-second International Conference on Machine Learning, 2025

ZeroDiff: Solidified Visual-semantic Correlation in Zero-Shot Learning.

Zihan Ye, Shreyank N. Gowda, Shiming Chen, Xiaowei Huang, Haotian Xu, Fahad Shahbaz Khan, Yaochu Jin, Kaizhu Huang, Xiaobo Jin

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Interpretable Zero-Shot Learning with Locally-Aligned Vision-Language Model.

Shiming Chen, Bowen Duan, Salman Khan, Fahad Shahbaz Khan

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

ZeroMamba: Exploring Visual State Space Model for Zero-Shot Learning.

Wenjin Hou, Dingjie Fu, Kun Li, Shiming Chen, Hehe Fan, Yi Yang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

FSL-Rectifier: Rectify Outliers in Few-Shot Learning via Test-Time Augmentation.

Yunwei Bai, Ying Kiat Tan, Shiming Chen, Yao Shu, Tsuhan Chen

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

EGANS: Evolutionary Generative Adversarial Network Search for Zero-Shot Learning.

Shiming Chen, Shuhuang Chen, Wenjin Hou, Weiping Ding, Xinge You

IEEE Trans. Evol. Comput., June, 2024

GNDAN: Graph Navigated Dual Attention Network for Zero-Shot Learning.

Shiming Chen, Ziming Hong, Guo-Sen Xie, Qinmu Peng, Xinge You, Weiping Ding, Ling Shao

IEEE Trans. Neural Networks Learn. Syst., April, 2024

ECEA: Extensible Co-Existing Attention for Few-Shot Object Detection.

Zhimeng Xin, Tianxu Wu, Shiming Chen, Yixiong Zou, Ling Shao, Xinge You

IEEE Trans. Image Process., 2024

Few-shot object detection: Research advances and challenges.

Zhimeng Xin, Shiming Chen, Tianxu Wu, Yuanjie Shao, Weiping Ding, Xinge You

Inf. Fusion, 2024

Improved Feature Generating Framework for Transductive Zero-shot Learning.

Zihan Ye, Xinyuan Ru, Shiming Chen, Yaochu Jin, Kaizhu Huang, Xiaobo Jin

CoRR, 2024

Discriminative Image Generation with Diffusion Models for Zero-Shot Learning.

Dingjie Fu, Wenjin Hou, Shiming Chen, Shuhuang Chen, Xinge You, Salman H. Khan, Fahad Shahbaz Khan

CoRR, 2024

Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning.

Guanglin Zhou, Zhongyi Han, Shiming Chen, Biwei Huang, Liming Zhu, Salman Khan, Xinbo Gao, Lina Yao

CoRR, 2024

Rethinking attribute localization for zero-shot learning.

Shuhuang Chen, Shiming Chen, Guo-Sen Xie, Xiangbo Shu, Xinge You, Xuelong Li

Sci. China Inf. Sci., 2024

Causal Visual-semantic Correlation for Zero-shot Learning.

Shuhuang Chen, Dingjie Fu, Shiming Chen, Shuo Ye, Wenjin Hou, Xinge You

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

FSL-QuickBoost: Minimal-Cost Ensemble for Few-Shot Learning.

Yunwei Bai, Bill Yang Cai, Ying Kiat Tan, Zangwei Zheng, Shiming Chen, Tsuhan Chen

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Improving Non-Transferable Representation Learning by Harnessing Content and Style.

Ziming Hong, Zhenyi Wang, Li Shen, Yu Yao, Zhuo Huang, Shiming Chen, Chuanwu Yang, Mingming Gong, Tongliang Liu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Visual-Augmented Dynamic Semantic Prototype for Generative Zero-Shot Learning.

Wenjin Hou, Shiming Chen, Shuhuang Chen, Ziming Hong, Yan Wang, Xuetao Feng, Salman H. Khan, Fahad Shahbaz Khan, Xinge You

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Progressive Semantic-Guided Vision Transformer for Zero-Shot Learning.

Shiming Chen, Wenjin Hou, Salman H. Khan, Fahad Shahbaz Khan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

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

IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Kernelized Similarity Learning and Embedding for Dynamic Texture Synthesis.

Shiming Chen, Peng Zhang, Guo-Sen Xie, Qinmu Peng, Zehong Cao, Wei Yuan, Xinge You

IEEE Trans. Syst. Man Cybern. Syst., 2023

EGANS: Evolutionary Generative Adversarial Network Search for Zero-Shot Learning.

Shiming Chen, Shihuang Chen, Wenjin Hou, Weiping Ding, Xinge You

CoRR, 2023

Evolving Semantic Prototype Improves Generative Zero-Shot Learning.

Shiming Chen, Wenjin Hou, Ziming Hong, Xiaohan Ding, Yibing Song, Xinge You, Tongliang Liu, Kun Zhang

Proceedings of the International Conference on Machine Learning, 2023

Both Diverse and Realism Matter: Physical Attribute and Style Alignment for Rainy Image Generation.

Changfeng Yu, Shiming Chen, Yi Chang, Yibing Song, Luxin Yan

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

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

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

MSDN: Mutually Semantic Distillation Network for Zero-Shot Learning.

Shiming Chen, Ziming Hong, Guo-Sen Xie, Wenhan Yang, Qinmu Peng, Kai Wang, Jian Zhao, Xinge You

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

TransZero: Attribute-Guided Transformer for Zero-Shot Learning.

Shiming Chen, Ziming Hong, Yang Liu, Guo-Sen Xie, Baigui Sun, Hao Li, Qinmu Peng, Ke Lu, Xinge You

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

CDE-GAN: Cooperative Dual Evolution-Based Generative Adversarial Network.

Shiming Chen, Wenjie Wang, Beihao Xia, Xinge You, Qinmu Peng, Zehong Cao, Weiping Ding

IEEE Trans. Evol. Comput., 2021

TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning.

Shiming Chen, Ziming Hong, Guo-Sen Xie, Jian Zhao, Hao Li, Xinge You, Shuicheng Yan, Ling Shao

CoRR, 2021

HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning.

Shiming Chen, Guo-Sen Xie, Yang Liu, Qinmu Peng, Baigui Sun, Hao Li, Xinge You, Ling Shao

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Norm-guided Adaptive Visual Embedding for Zero-Shot Sketch-Based Image Retrieval.

Wenjie Wang, Yufeng Shi, Shiming Chen, Qinmu Peng, Feng Zheng, Xinge You

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

FREE: Feature Refinement for Generalized Zero-Shot Learning.

Shiming Chen, Wenjie Wang, Beihao Xia, Qinmu Peng, Xinge You, Feng Zheng, Ling Shao

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

BGM: Building a Dynamic Guidance Map without Visual Images for Trajectory Prediction.

Beihao Xia, Conghao Wong, Heng Li, Shiming Chen, Qinmu Peng, Xinge You

CoRR, 2020

CDE-GAN: Cooperative Dual Evolution Based Generative Adversarial Network.

Shiming Chen, Wenjie Wang, Beihao Xia, Xinge You, Zehong Cao, Weiping Ding

CoRR, 2020

2019

Semi-supervised feature learning for improving writer identification.

Shiming Chen, Yisong Wang, Chin-Teng Lin, Weiping Ding, Zehong Cao

Inf. Sci., 2019

Similarity-DT: Kernel Similarity Embedding for Dynamic Texture Synthesis.

Shiming Chen, Peng Zhang, Xinge You, Qinmu Peng, Xin Liu, Zehong Cao

CoRR, 2019

2018

Semi-Supervised Feature Learning for Off-Line Writer Identifications.

Shiming Chen, Yisong Wang, Chin-Teng Lin, Zehong Cao

CoRR, 2018