Qi, Lei

37 publications

CVPR 2025 Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization Xiran Wang, Jian Zhang, Lei Qi, Yinghuan Shi

ICCV 2025 Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild Haoran Wang, Zekun Li, Jian Zhang, Lei Qi, Yinghuan Shi

ICCV 2025 Divide-and-Conquer for Enhancing Unlabeled Learning, Stability, and Plasticity in Semi-Supervised Continual Learning Yue Duan, Taicai Chen, Lei Qi, Yinghuan Shi

ICLR 2025 Leveraging Flatness to Improve Information-Theoretic Generalization Bounds for SGD Ze Peng, Jian Zhang, Yisen Wang, Lei Qi, Yinghuan Shi, Yang Gao

ICCV 2025 One-Shot Knowledge Transfer for Scalable Person Re-Identification Longhua Li, Lei Qi, Xin Geng

CVPR 2025 Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation Qinghe Ma, Jian Zhang, Zekun Li, Lei Qi, Qian Yu, Yinghuan Shi

CVPR 2025 Taste More, Taste Better: Diverse Data and Strong Model Boost Semi-Supervised Crowd Counting Maochen Yang, Zekun Li, Jian Zhang, Lei Qi, Yinghuan Shi

AAAI 2025 Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP Yayuan Li, Jintao Guo, Lei Qi, Wenbin Li, Yinghuan Shi

CVPR 2024 Constructing and Exploring Intermediate Domains in Mixed Domain Semi-Supervised Medical Image Segmentation Qinghe Ma, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao

ECCV 2024 Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization Jiajun Hu, Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao

AAAI 2024 PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance Taicai Chen, Yue Duan, Dong Li, Lei Qi, Yinghuan Shi, Yang Gao

AAAI 2024 Roll with the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-Supervised Fine-Grained Learning Yue Duan, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi

NeurIPS 2024 START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation Jintao Guo, Lei Qi, Yinghuan Shi, Yang Gao

ECCV 2024 The Devil Is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-Supervised Medical Image Segmentation Muyang Qiu, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao

CVPR 2023 ALOFT: A Lightweight MLP-like Architecture with Dynamic Low-Frequency Transform for Domain Generalization Jintao Guo, Na Wang, Lei Qi, Yinghuan Shi

ICCV 2023 DomainAdaptor: A Novel Approach to Test-Time Adaptation Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao

ICCV 2023 DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization Jintao Guo, Lei Qi, Yinghuan Shi

ICCV 2023 Enhancing Sample Utilization Through Sample Adaptive Augmentation in Semi-Supervised Learning Guan Gui, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi

ICCV 2023 Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization Xiran Wang, Jian Zhang, Lei Qi, Yinghuan Shi

ICCV 2023 IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization Zekun Li, Lei Qi, Yinghuan Shi, Yang Gao

CVPR 2023 Orthogonal Annotation Benefits Barely-Supervised Medical Image Segmentation Heng Cai, Shumeng Li, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao

CVPR 2023 Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation Lihe Yang, Lei Qi, Litong Feng, Wayne Zhang, Yinghuan Shi

ICCV 2023 Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning Lihe Yang, Zhen Zhao, Lei Qi, Yu Qiao, Yinghuan Shi, Hengshuang Zhao

ICCV 2023 Towards Semi-Supervised Learning with Non-Random Missing Labels Yue Duan, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi

CVPR 2022 DC-SSL: Addressing Mismatched Class Distribution in Semi-Supervised Learning Zhen Zhao, Luping Zhou, Yue Duan, Lei Wang, Lei Qi, Yinghuan Shi

CVPR 2022 Generalizable Cross-Modality Medical Image Segmentation via Style Augmentation and Dual Normalization Ziqi Zhou, Lei Qi, Xin Yang, Dong Ni, Yinghuan Shi

ECCV 2022 Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration Ziqi Zhou, Lei Qi, Yinghuan Shi

NeurIPS 2022 Improving Barely Supervised Learning by Discriminating Unlabeled Samples with Super-Class Guan Gui, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi

AAAI 2022 Learngene: From Open-World to Your Learning Task Qiu-Feng Wang, Xin Geng, Shuxia Lin, Shiyu Xia, Lei Qi, Ning Xu

ECCV 2022 MVDG: A Unified Multi-View Framework for Domain Generalization Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao

ECCV 2022 RDA: Reciprocal Distribution Alignment for Robust Semi-Supervised Learning Yue Duan, Lei Qi, Lei Wang, Luping Zhou, Yinghuan Shi

CVPR 2022 ST++: Make Self-Training Work Better for Semi-Supervised Semantic Segmentation Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao

ICCV 2021 Mining Latent Classes for Few-Shot Segmentation Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao

ECML-PKDD 2020 A Framework for Deep Quantification Learning Lei Qi, Mohammed Khaleel, Wallapak Tavanapong, Adisak Sukul, David A. M. Peterson

IJCAI 2020 Biased Feature Learning for Occlusion Invariant Face Recognition Changbin Shao, Jing Huo, Lei Qi, Zhenhua Feng, Wenbin Li, Chuanqi Dong, Yang Gao

IJCAI 2020 Consistent MetaReg: Alleviating Intra-Task Discrepancy for Better Meta-Knowledge Pinzhuo Tian, Lei Qi, Shaokang Dong, Yinghuan Shi, Yang Gao

AAAI 2020 Differentiable Meta-Learning Model for Few-Shot Semantic Segmentation Pinzhuo Tian, Zhangkai Wu, Lei Qi, Lei Wang, Yinghuan Shi, Yang Gao