Chen, Shiming

16 publications

AAAI 2025 FSL-Rectifier: Rectify Outliers in Few-Shot Learning via Test-Time Augmentation Yunwei Bai, Ying Kiat Tan, Shiming Chen, Yao Shu, Tsuhan Chen

ICML 2025 GenZSL: Generative Zero-Shot Learning via Inductive Variational Autoencoder Shiming Chen, Dingjie Fu, Salman Khan, Fahad Shahbaz Khan

ICCV 2025 Interpretable Zero-Shot Learning with Locally-Aligned Vision-Language Model Shiming Chen, Bowen Duan, Salman Khan, Fahad Shahbaz Khan

ICLR 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

AAAI 2025 ZeroMamba: Exploring Visual State Space Model for Zero-Shot Learning Wenjin Hou, Dingjie Fu, Kun Li, Shiming Chen, Hehe Fan, Yi Yang

ICLR 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

CVPR 2024 Progressive Semantic-Guided Vision Transformer for Zero-Shot Learning Shiming Chen, Wenjin Hou, Salman Khan, Fahad Shahbaz Khan

CVPR 2024 Visual-Augmented Dynamic Semantic Prototype for Generative Zero-Shot Learning Wenjin Hou, Shiming Chen, Shuhuang Chen, Ziming Hong, Yan Wang, Xuetao Feng, Salman Khan, Fahad Shahbaz Khan, Xinge You

ICCV 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

ICML 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

CVPR 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

IJCAI 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

AAAI 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

ICCV 2021 FREE: Feature Refinement for Generalized Zero-Shot Learning Shiming Chen, Wenjie Wang, Beihao Xia, Qinmu Peng, Xinge You, Feng Zheng, Ling Shao

NeurIPS 2021 HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning Shiming Chen, Guosen Xie, Yang Liu, Qinmu Peng, Baigui Sun, Hao Li, Xinge You, Ling Shao

IJCAI 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