Lei Qi

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 96

Top Topics

Invariant Face Recognition

Medical Image Segmentation

Labeled Samples

Top Venues

IEEE Trans. Image Process.

Publications

Yue Duan, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi
Roll with the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning. AAAI (2024)
Jintao Guo, Lei Qi, Yinghuan Shi, Yang Gao
SETA: Semantic-Aware Token Augmentation for Domain Generalization. CoRR (2024)
Ziyu Li, Yuncong Yao, Zhibin Quan, Lei Qi, Zhen-Hua Feng, Wankou Yang
Adaptation via Proxy: Building Instance-Aware Proxy for Unsupervised Domain Adaptive 3D Object Detection. IEEE Trans. Intell. Veh. 9 (2) (2024)
Lei Qi, Hongpeng Yang, Yinghuan Shi, Xin Geng
MultiMatch: Multi-task Learning for Semi-supervised Domain Generalization. ACM Trans. Multim. Comput. Commun. Appl. 20 (6) (2024)
Qinghe Ma, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation. CoRR (2024)
Ming Dai, Enhui Zheng, Zhen-Hua Feng, Lei Qi, Jiedong Zhuang, Wankou Yang
Vision-Based UAV Self-Positioning in Low-Altitude Urban Environments. IEEE Trans. Image Process. 33 (2024)
Jiajun Hu, Lei Qi, Jian Zhang, Yinghuan Shi
Domain generalization via Inter-domain Alignment and Intra-domain Expansion. Pattern Recognit. 146 (2024)
Lei Qi, Peng Dong, Tan Xiong, Hui Xue, Xin Geng
DoubleAUG: Single-domain Generalized Object Detector in Urban via Color Perturbation and Dual-style Memory. ACM Trans. Multim. Comput. Commun. Appl. 20 (5) (2024)
Yue Duan, Zhen Zhao, Lei Qi, Lei Wang, Luping Zhou, Yinghuan Shi, Yang Gao
MutexMatch: Semi-Supervised Learning With Mutex-Based Consistency Regularization. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Taicai Chen, Yue Duan, Dong Li, Lei Qi, Yinghuan Shi, Yang Gao
PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance. AAAI (2024)
Shumeng Li, Lei Qi, Qian Yu, Jing Huo, Yinghuan Shi, Yang Gao
Concatenate, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image Segmentation. CoRR (2024)
Lei Qi, Hongpeng Yang, Yinghuan Shi, Xin Geng
NormAUG: Normalization-Guided Augmentation for Domain Generalization. IEEE Trans. Image Process. 33 (2024)
Jintao Guo, Lei Qi, Yinghuan Shi, Yang Gao
PLACE Dropout: A Progressive Layer-wise and Channel-wise Dropout for Domain Generalization. ACM Trans. Multim. Comput. Commun. Appl. 20 (3) (2024)
Muyang Qiu, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
The Devil is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation. CoRR (2024)
Na Wang, Lei Qi, Jintao Guo, Yinghuan Shi, Yang Gao
Learning Generalizable Models via Disentangling Spurious and Enhancing Potential Correlations. IEEE Trans. Image Process. 33 (2024)
Jiajun Hu, Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization. CoRR (2024)
Lihe Yang, Zhen Zhao, Lei Qi, Yu Qiao, Yinghuan Shi, Hengshuang Zhao
Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning. CoRR (2023)
Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
Exploring Flat Minima for Domain Generalization with Large Learning Rates. CoRR (2023)
Lei Qi, Hongpeng Yang, Yinghuan Shi, Xin Geng
NormAUG: Normalization-guided Augmentation for Domain Generalization. CoRR (2023)
Dongjia Zhao, Lei Qi, Xiao Shi, Yinghuan Shi, Xin Geng
A Novel Cross-Perturbation for Single Domain Generalization. CoRR (2023)
Heng Cai, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching Between 3D and 2D Networks. MICCAI (3) (2023)
Lei Qi, Ziang Liu, Yinghuan Shi, Xin Geng
Generalizable Metric Network for Cross-domain Person Re-identification. CoRR (2023)
Jintao Guo, Na Wang, Lei Qi, Yinghuan Shi
ALOFT: A Lightweight MLP-Like Architecture with Dynamic Low-Frequency Transform for Domain Generalization. CVPR (2023)
Xiran Wang, Jian Zhang, Lei Qi, Yinghuan Shi
Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization. ICCV (2023)
Lei Qi, Lei Wang, Yinghuan Shi, Xin Geng
A Novel Mix-Normalization Method for Generalizable Multi-Source Person Re-Identification. IEEE Trans. Multim. 25 (2023)
Heng Cai, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching between 3D and 2D Networks. CoRR (2023)
Wenbin Li, Lei Wang, Xingxing Zhang, Lei Qi, Jing Huo, Yang Gao, Jiebo Luo
Defensive Few-Shot Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (5) (2023)
Yue Duan, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi
Roll With the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning. CoRR (2023)
Jintao Guo, Na Wang, Lei Qi, Yinghuan Shi
ALOFT: A Lightweight MLP-like Architecture with Dynamic Low-frequency Transform for Domain Generalization. CoRR (2023)
Zekun Li, Lei Qi, Yinghuan Shi, Yang Gao
IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization. ICCV (2023)
Jintao Guo, Lei Qi, Yinghuan Shi
DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization. CoRR (2023)
Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
DomainAdaptor: A Novel Approach to Test-time Adaptation. ICCV (2023)
Xingyu Zhao, Lei Qi, Yuexuan An, Xin Geng
Generalizable Label Distribution Learning. ACM Multimedia (2023)
Zhangkai Wu, Longbing Cao, Lei Qi
eVAE: Evolutionary Variational Autoencoder. CoRR (2023)
Yue Duan, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi
Towards Semi-supervised Learning with Non-random Missing Labels. CoRR (2023)
Shumeng Li, Heng Cai, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
PLN: Parasitic-Like Network for Barely Supervised Medical Image Segmentation. IEEE Trans. Medical Imaging 42 (3) (2023)
Xingyu Zhao, Yuexuan An, Lei Qi, Xin Geng
Scalable Label Distribution Learning for Multi-Label Classification. CoRR (2023)
Lei Qi, Dongjia Zhao, Yinghuan Shi, Xin Geng
Patch-aware Batch Normalization for Improving Cross-domain Robustness. CoRR (2023)
Lei Qi, Jiaqi Liu, Lei Wang, Yinghuan Shi, Xin Geng
Unsupervised generalizable multi-source person re-identification: A Domain-specific adaptive framework. Pattern Recognit. 140 (2023)
Ruiqi Wang, Lei Qi, Yinghuan Shi, Yang Gao
Better pseudo-label: Joint domain-aware label and dual-classifier for semi-supervised domain generalization. Pattern Recognit. 133 (2023)
Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
Generalizable model-agnostic semantic segmentation via target-specific normalization. Pattern Recognit. 122 (2022)
Yue Wang, Lei Qi, Yinghuan Shi, Yang Gao
Feature-Based Style Randomization for Domain Generalization. IEEE Trans. Circuits Syst. Video Technol. 32 (8) (2022)
Yue Duan, Lei Qi, Lei Wang, Luping Zhou, Yinghuan Shi
RDA: Reciprocal Distribution Alignment for Robust Semi-supervised Learning. ECCV (30) (2022)
Lei Qi, Hongpeng Yang, Yinghuan Shi, Xin Geng
MultiMatch: Multi-task Learning for Semi-supervised Domain Generalization. CoRR (2022)
Qiu-Feng Wang, Xin Geng, Shuxia Lin, Shiyu Xia, Lei Qi, Ning Xu
Learngene: From Open-World to Your Learning Task. AAAI (2022)
Yue Duan, Zhen Zhao, Lei Qi, Lei Wang, Luping Zhou, Yinghuan Shi, Yang Gao
MutexMatch: Semi-supervised Learning with Mutex-based Consistency Regularization. CoRR (2022)
Lei Qi, Jiaying Shen, Jiaqi Liu, Yinghuan Shi, Xin Geng
Label Distribution Learning for Generalizable Multi-source Person Re-identification. CoRR (2022)
Lei Qi, Lei Wang, Jing Huo, Yinghuan Shi, Xin Geng, Yang Gao
Adversarial Camera Alignment Network for Unsupervised Cross-Camera Person Re-Identification. IEEE Trans. Circuits Syst. Video Technol. 32 (5) (2022)
Lei Qi, Jiaying Shen, Jiaqi Liu, Yinghuan Shi, Xin Geng
Label Distribution Learning for Generalizable Multisource Person Re-Identification. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Ziqi Zhou, Lei Qi, Yinghuan Shi
Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration. ECCV (21) (2022)
Lihe Yang, Lei Qi, Litong Feng, Wayne Zhang, Yinghuan Shi
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation. CoRR (2022)
Guan Gui, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi
Improving Barely Supervised Learning by Discriminating Unlabeled Samples with Super-Class. NeurIPS (2022)
Yinghuan Shi, Jian Zhang, Tong Ling, Jiwen Lu, Yefeng Zheng, Qian Yu, Lei Qi, Yang Gao
Inconsistency-Aware Uncertainty Estimation for Semi-Supervised Medical Image Segmentation. IEEE Trans. Medical Imaging 41 (3) (2022)
Yue Duan, Lei Qi, Lei Wang, Luping Zhou, Yinghuan Shi
RDA: Reciprocal Distribution Alignment for Robust Semi-supervised Learning. CoRR (2022)
Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao
ST++: Make Self-trainingWork Better for Semi-supervised Semantic Segmentation. CVPR (2022)
Zhen Zhao, Luping Zhou, Yue Duan, Lei Wang, Lei Qi, Yinghuan Shi
DC-SSL: Addressing Mismatched Class Distribution in Semi-supervised Learning. CVPR (2022)
Xiaoting Han, Lei Qi, Qian Yu, Ziqi Zhou, Yefeng Zheng, Yinghuan Shi, Yang Gao
Deep Symmetric Adaptation Network for Cross-Modality Medical Image Segmentation. IEEE Trans. Medical Imaging 41 (1) (2022)
Ziqi Zhou, Lei Qi, Xin Yang, Dong Ni, Yinghuan Shi
Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization. CVPR (2022)
Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
MVDG: A Unified Multi-view Framework for Domain Generalization. ECCV (27) (2022)
Qian Yu, Lei Qi, Yang Gao, Wuzhang Wang, Yinghuan Shi
Crosslink-Net: Double-Branch Encoder Network via Fusing Vertical and Horizontal Convolutions for Medical Image Segmentation. IEEE Trans. Image Process. 31 (2022)
Ziqi Zhou, Lei Qi, Yinghuan Shi
Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration. CoRR (2022)
Ziyuan Wang, Zhen Zhao, Lei Qi, Yinghuan Shi, Yang Gao
Adaptive Weight of Unreliable Relation Module for Semi-supervised Multi-label Image Recognition. CCIS (2022)
Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao
Mining Latent Classes for Few-shot Segmentation. ICCV (2021)
Yue Wang, Lei Qi, Yinghuan Shi, Yang Gao
Feature-based Style Randomization for Domain Generalization. CoRR (2021)
Qiufeng Wang, Xin Geng, Shuxia Lin, Shiyu Xia, Lei Qi, Ning Xu
Learngene: From Open-World to Your Learning Task. CoRR (2021)
Xinqiang Chen, Zhibin Li, Yongsheng Yang, Lei Qi, Ruimin Ke
High-Resolution Vehicle Trajectory Extraction and Denoising From Aerial Videos. IEEE Trans. Intell. Transp. Syst. 22 (5) (2021)
Yinghuan Shi, Jian Zhang, Tong Ling, Jiwen Lu, Yefeng Zheng, Qian Yu, Lei Qi, Yang Gao
Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation. CoRR (2021)
Lei Qi, Lei Wang, Yinghuan Shi, Xin Geng
Unsupervised Domain Generalization for Person Re-identification: A Domain-specific Adaptive Framework. CoRR (2021)
Qian Yu, Lei Qi, Luping Zhou, Lei Wang, Yilong Yin, Yinghuan Shi, Wuzhang Wang, Yang Gao
Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal Convolutions. CoRR (2021)
Jintao Guo, Lei Qi, Yinghuan Shi, Yang Gao
Domain Generalization via Progressive Layer-wise and Channel-wise Dropout. CoRR (2021)
Zekun Li, Wei Zhao, Feng Shi, Lei Qi, Xingzhi Xie, Ying Wei, Zhongxiang Ding, Yang Gao, Shangjie Wu, Jun Liu, Yinghuan Shi, Dinggang Shen
A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning. Medical Image Anal. 69 (2021)
Ziqi Zhou, Lei Qi, Xin Yang, Dong Ni, Yinghuan Shi
Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization. CoRR (2021)
Zekun Li, Wei Zhao, Feng Shi, Lei Qi, Xingzhi Xie, Ying Wei, Zhongxiang Ding, Yang Gao, Shangjie Wu, Jun Liu, Yinghuan Shi, Dinggang Shen
A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning. CoRR (2021)
Lei Qi, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao
GreyReID: A Novel Two-stream Deep Framework with RGB-grey Information for Person Re-identification. ACM Trans. Multim. Comput. Commun. Appl. 17 (1) (2021)
Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao
ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation. CoRR (2021)
Yang Li, Lei Wang, Wenming Zheng, Yuan Zong, Lei Qi, Zhen Cui, Tong Zhang, Tengfei Song
A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognition. IEEE Trans. Cogn. Dev. Syst. 13 (2) (2021)
Ruiqi Wang, Lei Qi, Yinghuan Shi, Yang Gao
Better Pseudo-label: Joint Domain-aware Label and Dual-classifier for Semi-supervised Domain Generalization. CoRR (2021)
Xiaoting Han, Lei Qi, Qian Yu, Ziqi Zhou, Yefeng Zheng, Yinghuan Shi, Yang Gao
Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation. CoRR (2021)
Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao
Mining Latent Classes for Few-shot Segmentation. CoRR (2021)
Pinzhuo Tian, Zhangkai Wu, Lei Qi, Lei Wang, Yinghuan Shi, Yang Gao
Differentiable Meta-Learning Model for Few-Shot Semantic Segmentation. AAAI (2020)
Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
Generalizable Semantic Segmentation via Model-agnostic Learning and Target-specific Normalization. CoRR (2020)
Pinzhuo Tian, Lei Qi, Shaokang Dong, Yinghuan Shi, Yang Gao
Consistent MetaReg: Alleviating Intra-task Discrepancy for Better Meta-knowledge. IJCAI (2020)
Lei Qi, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao
Progressive Cross-Camera Soft-Label Learning for Semi-Supervised Person Re-Identification. IEEE Trans. Circuits Syst. Video Technol. 30 (9) (2020)
Changbin Shao, Jing Huo, Lei Qi, Zhen-Hua Feng, Wenbin Li, Chuanqi Dong, Yang Gao
Biased Feature Learning for Occlusion Invariant Face Recognition. IJCAI (2020)
Lei Qi, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao
Adversarial Camera Alignment Network for Unsupervised Cross-camera Person Re-identification. CoRR (2019)
Lei Qi, Lei Wang, Jing Huo, Luping Zhou, Yinghuan Shi, Yang Gao
A Novel Unsupervised Camera-aware Domain Adaptation Framework for Person Re-identification. CoRR (2019)
Pinzhuo Tian, Zhangkai Wu, Lei Qi, Lei Wang, Yinghuan Shi, Yang Gao
Differentiable Meta-learning Model for Few-shot Semantic Segmentation. CoRR (2019)
Lei Qi, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao
GreyReID: A Two-stream Deep Framework with RGB-grey Information for Person Re-identification. CoRR (2019)
Lei Qi, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao
Progressive Cross-camera Soft-label Learning for Semi-supervised Person Re-identification. CoRR (2019)
Lei Qi, Lei Wang, Jing Huo, Luping Zhou, Yinghuan Shi, Yang Gao
A Novel Unsupervised Camera-Aware Domain Adaptation Framework for Person Re-Identification. ICCV (2019)
Lei Qi, Jing Huo, Lei Wang, Yinghuan Shi, Yang Gao
A Mask Based Deep Ranking Neural Network for Person Retrieval. ICME (2019)
Lei Qi, Jing Huo, Xiaocong Fan, Yinghuan Shi, Yang Gao
Unsupervised Joint Subspace and Dictionary Learning for Enhanced Cross-Domain Person Re-Identification. IEEE J. Sel. Top. Signal Process. 12 (6) (2018)
Pinzhuo Tian, Lei Qi, Yinghuan Shi, Luping Zhou, Yang Gao, Dinggang Sheri
A Novel Image-Specific Transfer Approach for Prostate Segmentation in MR Images. ICASSP (2018)
Yang Lv, Lei Qi, Jing Huo, Hao Wang, Yang Gao
Joint Multi-field Siamese Recurrent Neural Network for Entity Resolution. PRICAI (2018)
Lei Qi, Jing Huo, Lei Wang, Yinghuan Shi, Yang Gao
MaskReID: A Mask Based Deep Ranking Neural Network for Person Re-identification. CoRR (2018)
Lei Qi, Yinghuan Shi, Huihui Wang, Wanqi Yang, Yang Gao
Multi-view Subspace Clustering via a Global Low-Rank Affinity Matrix. IDEAL (2016)