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Lei Qi 0001
Person information
- affiliation: Southeast University, Nanjing, Jiangsu, China
- affiliation (former): Nanjing University, Nanjing, Jiangsu, China
Other persons with the same name
- Lei Qi — disambiguation page
- Lei Qi 0002 — Harbin Engineering University, Harbin, China
- Lei Qi 0003 — North University of China, Taiyuan, China
- Lei Qi 0004 — Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an, China (and 1 more)
- Lei Qi 0005
— North China Electric Power University, State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, Beijing, China (and 1 more)
- Lei Qi 0006
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2020 – today
- 2026
- [j49]Ruofan Wang, Jintao Guo
A hybrid dual-augmentation constraint framework for single-source domain generalization in medical image segmentation. Pattern Recognit. 170: 112082 (2026) - 2025
- [j48]Xingyu Zhao
Delving Into Generalizable Label Distribution Learning. IEEE Trans. Pattern Anal. Mach. Intell. 47(10): 8708-8724 (2025) - [j47]Yunfei Ma, Zinan Cheng, Letian Wu, Lei Qi, Wankou Yang:
Global-local information sensitivity adjustment factor. Pattern Recognit. Lett. 192: 122-128 (2025) - [j46]Lei Qi
Patch-Aware Batch Normalization for Improving Cross-Domain Robustness. IEEE Trans. Circuits Syst. Video Technol. 35(1): 800-810 (2025) - [j45]Xiusheng Xu, Lei Qi
BatStyler: Advancing Multi-Category Style Generation for Source-Free Domain Generalization. IEEE Trans. Circuits Syst. Video Technol. 35(6): 5419-5430 (2025) - [j44]Huazhong Zhao, Lei Qi
CILP-FGDI: Exploiting Vision-Language Model for Generalizable Person Re-Identification. IEEE Trans. Inf. Forensics Secur. 20: 2132-2142 (2025) - [j43]Yue Duan
An Adaptor for Triggering Semi-Supervised Learning to Out-of-Box Serve Deep Image Clustering. IEEE Trans. Image Process. 34: 6475-6489 (2025) - [j42]Xingyu Zhao
Interactive Fusion Label Enhancement for Multi-Label Learning. ACM Trans. Knowl. Discov. Data 19(7): 142:1-142:23 (2025) - [j41]Haoran Wang
WeakMedSAM: Weakly-Supervised Medical Image Segmentation via SAM With Sub-Class Exploration and Prompt Affinity Mining. IEEE Trans. Medical Imaging 44(7): 2795-2807 (2025) - [j40]You Wang, Zekun Li
Balancing Multi-Target Semi-Supervised Medical Image Segmentation With Collaborative Generalist and Specialists. IEEE Trans. Medical Imaging 44(7): 3025-3037 (2025) - [j39]Zihan Cheng
Mamba-Sea: A Mamba-Based Framework With Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation. IEEE Trans. Medical Imaging 44(9): 3741-3755 (2025) - [j38]Shumeng Li, Lei Qi
Stitching, Fine-Tuning, and Re-Training: A SAM-Enabled Framework for Semi-Supervised 3D Medical Image Segmentation. IEEE Trans. Medical Imaging 44(10): 3909-3923 (2025) - [j37]Yunlong Tang, Yuxuan Wan, Lei Qi
DPStyler: Dynamic PromptStyler for Source-Free Domain Generalization. IEEE Trans. Multim. 27: 120-132 (2025) - [j36]Zhangkai Wu
eVAE: Evolutionary Variational Autoencoder. IEEE Trans. Neural Networks Learn. Syst. 36(2): 3288-3299 (2025) - [j35]Xingyu Zhao
Scalable Label Distribution Learning for Multi-Label Classification. IEEE Trans. Neural Networks Learn. Syst. 36(7): 13232-13246 (2025) - [j34]Huazhong Zhao
CLIP-DFGS: A Hard Sample Mining Method for CLIP in Generalizable Person Re-Identification. ACM Trans. Multim. Comput. Commun. Appl. 21(1): 29:1-29:20 (2025) - [j33]Chenghao Li
A SAM-guided Two-stream Lightweight Model for Anomaly Detection. ACM Trans. Multim. Comput. Commun. Appl. 21(2): 67:1-67:23 (2025) - [c45]Yayuan Li, Jintao Guo, Lei Qi, Wenbin Li, Yinghuan Shi:
Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP. AAAI 2025: 5039-5047 - [c44]Qinghe Ma, Jian Zhang, Zekun Li, Lei Qi, Qian Yu, Yinghuan Shi:
Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation. CVPR 2025: 5175-5185 - [c43]Maochen Yang, Zekun Li, Jian Zhang, Lei Qi, Yinghuan Shi:
Taste More, Taste Better: Diverse Data and Strong Model Boost Semi-Supervised Crowd Counting. CVPR 2025: 24440-24451 - [c42]Xiran Wang, Jian Zhang, Lei Qi, Yinghuan Shi:
Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization. CVPR 2025: 30577-30587 - [c41]Ze Peng, Jian Zhang, Yisen Wang, Lei Qi, Yinghuan Shi, Yang Gao:
Leveraging Flatness to Improve Information-Theoretic Generalization Bounds for SGD. ICLR 2025 - [c40]Shumeng Li, Jian Zhang, Lei Qi, Yinghuan Shi:
GA-SAM: Geometry-Aware SAM Adaptation with Sparse Annotation-Driven Point Cloud Completion. MICCAI (8) 2025: 214-224 - [c39]Ruofan Wang, Jintao Guo, Jian Zhang, Lei Qi, Yinghuan Shi:
Fusing Dual Encoders: Single-Source Domain Generalization with Extremely Few Annotations. MICCAI (6) 2025: 289-298 - [i74]Huazhong Zhao, Lei Qi, Xin Geng:
CILP-FGDI: Exploiting Vision-Language Model for Generalizable Person Re-Identification. CoRR abs/2501.16065 (2025) - [i73]Haoran Wang, Lian Huai, Wenbin Li, Lei Qi, Xingqun Jiang, Yinghuan Shi:
WeakMedSAM: Weakly-Supervised Medical Image Segmentation via SAM with Sub-Class Exploration and Prompt Affinity Mining. CoRR abs/2503.04106 (2025) - [i72]Qinghe Ma
Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation. CoRR abs/2503.16997 (2025) - [i71]Maochen Yang, Zekun Li, Jian Zhang, Lei Qi, Yinghuan Shi:
Taste More, Taste Better: Diverse Data and Strong Model Boost Semi-Supervised Crowd Counting. CoRR abs/2503.17984 (2025) - [i70]Xiran Wang, Jian Zhang, Lei Qi, Yinghuan Shi:
Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization. CoRR abs/2503.18987 (2025) - [i69]You Wang, Zekun Li, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao:
Balancing Multi-Target Semi-Supervised Medical Image Segmentation with Collaborative Generalist and Specialists. CoRR abs/2504.00862 (2025) - [i68]Zihan Cheng, Jintao Guo, Jian Zhang, Lei Qi, Luping Zhou, Yinghuan Shi, Yang Gao:
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation. CoRR abs/2504.17515 (2025) - [i67]Qinghe Ma, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao:
Unleashing the Power of Intermediate Domains for Mixed Domain Semi-Supervised Medical Image Segmentation. CoRR abs/2505.24567 (2025) - [i66]Yue Duan, Taicai Chen, Lei Qi, Yinghuan Shi:
Divide-and-Conquer for Enhancing Unlabeled Learning, Stability, and Plasticity in Semi-supervised Continual Learning. CoRR abs/2508.05316 (2025) - [i65]Haoran Wang, Zekun Li, Jian Zhang, Lei Qi, Yinghuan Shi:
Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild. CoRR abs/2508.07759 (2025) - [i64]Luyang Cao, Han Xu, Jian Zhang, Lei Qi, Jiayi Ma, Yinghuan Shi, Yang Gao:
Towards Perfection: Building Inter-component Mutual Correction for Retinex-based Low-light Image Enhancement. CoRR abs/2508.09009 (2025) - [i63]Shumeng Li, Jian Zhang, Lei Qi, Luping Zhou, Yinghuan Shi, Yang Gao:
Diversity-enhanced Collaborative Mamba for Semi-supervised Medical Image Segmentation. CoRR abs/2508.13712 (2025) - [i62]Yue Duan, Lei Qi, Yinghuan Shi, Yang Gao:
An Adaptor for Triggering Semi-Supervised Learning to Out-of-Box Serve Deep Image Clustering. CoRR abs/2509.20976 (2025) - 2024
- [j32]Jiajun Hu, Lei Qi, Jian Zhang, Yinghuan Shi:
Domain generalization via Inter-domain Alignment and Intra-domain Expansion. Pattern Recognit. 146: 110029 (2024) - [j31]Lei Qi
Generalizable Metric Network for Cross-Domain Person Re-Identification. IEEE Trans. Circuits Syst. Video Technol. 34(10): 9039-9052 (2024) - [j30]Dongjia Zhao
A Novel Cross-Perturbation for Single Domain Generalization. IEEE Trans. Circuits Syst. Video Technol. 34(11): 10903-10916 (2024) - [j29]Ming Dai
Vision-Based UAV Self-Positioning in Low-Altitude Urban Environments. IEEE Trans. Image Process. 33: 493-508 (2024) - [j28]Lei Qi
NormAUG: Normalization-Guided Augmentation for Domain Generalization. IEEE Trans. Image Process. 33: 1419-1431 (2024) - [j27]Na Wang
Learning Generalizable Models via Disentangling Spurious and Enhancing Potential Correlations. IEEE Trans. Image Process. 33: 1627-1642 (2024) - [j26]Jintao Guo
SETA: Semantic-Aware Edge-Guided Token Augmentation for Domain Generalization. IEEE Trans. Image Process. 33: 5622-5636 (2024) - [j25]Ziyu Li
Adaptation via Proxy: Building Instance-Aware Proxy for Unsupervised Domain Adaptive 3D Object Detection. IEEE Trans. Intell. Veh. 9(2): 3478-3492 (2024) - [j24]Zekun Li
Open-Domain Semi-Supervised Learning via Glocal Cluster Structure Exploitation. IEEE Trans. Knowl. Data Eng. 36(8): 4163-4177 (2024) - [j23]Jian Zhang
Exploring Flat Minima for Domain Generalization With Large Learning Rates. IEEE Trans. Knowl. Data Eng. 36(11): 6145-6158 (2024) - [j22]Yue Duan
MutexMatch: Semi-Supervised Learning With Mutex-Based Consistency Regularization. IEEE Trans. Neural Networks Learn. Syst. 35(6): 8441-8455 (2024) - [j21]Jintao Guo
PLACE Dropout: A Progressive Layer-wise and Channel-wise Dropout for Domain Generalization. ACM Trans. Multim. Comput. Commun. Appl. 20(3): 65:1-65:23 (2024) - [j20]Lei Qi
DoubleAUG: Single-domain Generalized Object Detector in Urban via Color Perturbation and Dual-style Memory. ACM Trans. Multim. Comput. Commun. Appl. 20(5): 126:1-126:20 (2024) - [j19]Lei Qi
MultiMatch: Multi-task Learning for Semi-supervised Domain Generalization. ACM Trans. Multim. Comput. Commun. Appl. 20(6): 184:1-184:21 (2024) - [c38]Taicai Chen, Yue Duan
PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance. AAAI 2024: 11381-11389 - [c37]Yue Duan
Roll with the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning. AAAI 2024: 11829-11837 - [c36]Qinghe Ma
Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation. CVPR 2024: 11642-11651 - [c35]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. ECCV (54) 2024: 74-91 - [c34]Jiajun Hu, Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao:
Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization. ECCV (51) 2024: 198-216 - [c33]You Wang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao:
Enhancing Weakly Supervised Medical Segmentation via Heterogeneous Co-training with Box-Wise Augmentation and Pseudo-Label Filtering. ICIS 2024: 331-345 - [c32]Yue Duan
PC2: Pseudo-Classification Based Pseudo-Captioning for Noisy Correspondence Learning in Cross-Modal Retrieval. ACM Multimedia 2024: 9397-9406 - [c31]Jintao Guo, Lei Qi, Yinghuan Shi, Yang Gao:
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation. NeurIPS 2024 - [i61]Na Wang, Lei Qi, Jintao Guo, Yinghuan Shi, Yang Gao:
Learning Generalizable Models via Disentangling Spurious and Enhancing Potential Correlations. CoRR abs/2401.05752 (2024) - [i60]Chenghao Li, Lei Qi, Xin Geng:
A SAM-guided Two-stream Lightweight Model for Anomaly Detection. CoRR abs/2402.19145 (2024) - [i59]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 abs/2403.11229 (2024) - [i58]Jintao Guo, Lei Qi, Yinghuan Shi, Yang Gao:
SETA: Semantic-Aware Token Augmentation for Domain Generalization. CoRR abs/2403.11792 (2024) - [i57]Yunlong Tang, Yuxuan Wan, Lei Qi, Xin Geng:
DPStyler: Dynamic PromptStyler for Source-Free Domain Generalization. CoRR abs/2403.16697 (2024) - [i56]Qinghe Ma
Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation. CoRR abs/2404.08951 (2024) - [i55]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 abs/2407.11356 (2024) - [i54]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 abs/2407.15085 (2024) - [i53]Ning Xu, Zhaoyang Zhang, Lei Qi, Wensuo Wang, Chao Zhang, Zihao Ren, Huaiyuan Zhang, Xin Cheng, Yanqi Zhang, Zhichao Liu, Qingwen Wei, Shiyang Wu, Lanlan Yang, Qianfeng Lu, Yiqun Ma, Mengyao Zhao, Junbo Liu, Yufan Song, Xin Geng, Jun Yang:
ChipExpert: The Open-Source Integrated-Circuit-Design-Specific Large Language Model. CoRR abs/2408.00804 (2024) - [i52]Yue Duan
PC2: Pseudo-Classification Based Pseudo-Captioning for Noisy Correspondence Learning in Cross-Modal Retrieval. CoRR abs/2408.01349 (2024) - [i51]Huazhong Zhao, Lei Qi, Xin Geng:
CLIP-DFGS: A Hard Sample Mining Method for CLIP in Generalizable Person Re-Identification. CoRR abs/2410.11255 (2024) - [i50]Zhan Fa, Shumeng Li, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi:
Dual-Teacher Ensemble Models with Double-Copy-Paste for 3D Semi-Supervised Medical Image Segmentation. CoRR abs/2410.11509 (2024) - [i49]Jintao Guo, Lei Qi, Yinghuan Shi, Yang Gao:
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation. CoRR abs/2410.16020 (2024) - [i48]Yayuan Li, Jintao Guo, Lei Qi, Wenbin Li, Yinghuan Shi:
Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP. CoRR abs/2412.11375 (2024) - 2023
- [j18]Wenbin Li
Defensive Few-Shot Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45(5): 5649-5667 (2023) - [j17]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: 108987 (2023) - [j16]Lei Qi
Unsupervised generalizable multi-source person re-identification: A Domain-specific adaptive framework. Pattern Recognit. 140: 109546 (2023) - [j15]Shumeng Li, Heng Cai
PLN: Parasitic-Like Network for Barely Supervised Medical Image Segmentation. IEEE Trans. Medical Imaging 42(3): 582-593 (2023) - [j14]Lei Qi
A Novel Mix-Normalization Method for Generalizable Multi-Source Person Re-Identification. IEEE Trans. Multim. 25: 4856-4867 (2023) - [c30]Heng Cai, Shumeng Li, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao:
Orthogonal Annotation Benefits Barely-supervised Medical Image Segmentation. CVPR 2023: 3302-3311 - [c29]Lihe Yang, Lei Qi, Litong Feng, Wayne Zhang
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation. CVPR 2023: 7236-7246 - [c28]Jintao Guo, Na Wang, Lei Qi, Yinghuan Shi:
ALOFT: A Lightweight MLP-Like Architecture with Dynamic Low-Frequency Transform for Domain Generalization. CVPR 2023: 24132-24141 - [c27]Xiran Wang, Jian Zhang, Lei Qi, Yinghuan Shi:
Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization. ICCV 2023: 11530-11539 - [c26]Zekun Li
IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization. ICCV 2023: 15824-15833 - [c25]Guan Gui, Zhen Zhao
Enhancing Sample Utilization through Sample Adaptive Augmentation in Semi-Supervised Learning. ICCV 2023: 15834-15843 - [c24]Yue Duan, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi:
Towards Semi-supervised Learning with Non-random Missing Labels. ICCV 2023: 16075-16085 - [c23]Lihe Yang, Zhen Zhao, Lei Qi, Yu Qiao
Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning. ICCV 2023: 16141-16150 - [c22]Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao:
DomainAdaptor: A Novel Approach to Test-time Adaptation. ICCV 2023: 18925-18935 - [c21]Jintao Guo, Lei Qi, Yinghuan Shi:
DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization. ICCV 2023: 19057-19067 - [c20]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: 614-624 - [c19]Xingyu Zhao
Generalizable Label Distribution Learning. ACM Multimedia 2023: 8932-8941 - [i47]Zhangkai Wu, Longbing Cao, Lei Qi:
eVAE: Evolutionary Variational Autoencoder. CoRR abs/2301.00011 (2023) - [i46]Jintao Guo, Na Wang, Lei Qi, Yinghuan Shi:
ALOFT: A Lightweight MLP-like Architecture with Dynamic Low-frequency Transform for Domain Generalization. CoRR abs/2303.11674 (2023) - [i45]Heng Cai, Shumeng Li, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao:
Orthogonal Annotation Benefits Barely-supervised Medical Image Segmentation. CoRR abs/2303.13090 (2023) - [i44]Lei Qi, Ziang Liu, Yinghuan Shi, Xin Geng:
Generalizable Metric Network for Cross-domain Person Re-identification. CoRR abs/2306.11991 (2023) - [i43]Lei Qi, Hongpeng Yang, Yinghuan Shi, Xin Geng:
NormAUG: Normalization-guided Augmentation for Domain Generalization. CoRR abs/2307.13492 (2023) - [i42]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 abs/2307.16256 (2023) - [i41]Dongjia Zhao, Lei Qi, Xiao Shi, Yinghuan Shi, Xin Geng:
A Novel Cross-Perturbation for Single Domain Generalization. CoRR abs/2308.00918 (2023) - [i40]Lihe Yang, Zhen Zhao, Lei Qi, Yu Qiao
Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning. CoRR abs/2308.06777 (2023) - [i39]Yue Duan
Towards Semi-supervised Learning with Non-random Missing Labels. CoRR abs/2308.08872 (2023) - [i38]Xiran Wang, Jian Zhang, Lei Qi, Yinghuan Shi:
Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization. CoRR abs/2308.09391 (2023) - [i37]Jintao Guo, Lei Qi, Yinghuan Shi:
DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization. CoRR abs/2308.10285 (2023) - [i36]Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao:
DomainAdaptor: A Novel Approach to Test-time Adaptation. CoRR abs/2308.10297 (2023) - [i35]Zekun Li, Lei Qi, Yinghuan Shi, Yang Gao:
IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization. CoRR abs/2308.13168 (2023) - [i34]Ze Peng, Lei Qi, Yinghuan Shi, Yang Gao:
A Theoretical Explanation of Activation Sparsity through Flat Minima and Adversarial Robustness. CoRR abs/2309.03004 (2023) - [i33]Guan Gui, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi:
Enhancing Sample Utilization through Sample Adaptive Augmentation in Semi-Supervised Learning. CoRR abs/2309.03598 (2023) - [i32]Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao:
Exploring Flat Minima for Domain Generalization with Large Learning Rates. CoRR abs/2309.06337 (2023) - [i31]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. CoRR abs/2311.13198 (2023) - [i30]Xingyu Zhao, Yuexuan An
Scalable Label Distribution Learning for Multi-Label Classification. CoRR abs/2311.16556 (2023) - [i29]Yue Duan
Roll With the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning. CoRR abs/2312.12237 (2023) - [i28]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. CoRR abs/2312.16983 (2023) - 2022
- [j13]Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao:
Generalizable model-agnostic semantic segmentation via target-specific normalization. Pattern Recognit. 122: 108292 (2022) - [j12]Lei Qi
Adversarial Camera Alignment Network for Unsupervised Cross-Camera Person Re-Identification. IEEE Trans. Circuits Syst. Video Technol. 32(5): 2921-2936 (2022) - [j11]Yue Wang
Feature-Based Style Randomization for Domain Generalization. IEEE Trans. Circuits Syst. Video Technol. 32(8): 5495-5509 (2022) - [j10]Lei Qi
Label Distribution Learning for Generalizable Multisource Person Re-Identification. IEEE Trans. Inf. Forensics Secur. 17: 3139-3150 (2022) - [j9]Qian Yu
Crosslink-Net: Double-Branch Encoder Network via Fusing Vertical and Horizontal Convolutions for Medical Image Segmentation. IEEE Trans. Image Process. 31: 5893-5908 (2022) - [j8]Xiaoting Han
Deep Symmetric Adaptation Network for Cross-Modality Medical Image Segmentation. IEEE Trans. Medical Imaging 41(1): 121-132 (2022) - [j7]Yinghuan Shi
Inconsistency-Aware Uncertainty Estimation for Semi-Supervised Medical Image Segmentation. IEEE Trans. Medical Imaging 41(3): 608-620 (2022) - [c18]Qiu-Feng Wang, Xin Geng, Shuxia Lin, Shiyu Xia, Lei Qi, Ning Xu:
Learngene: From Open-World to Your Learning Task. AAAI 2022: 8557-8565 - [c17]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: 612-616 - [c16]Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao:
ST++: Make Self-trainingWork Better for Semi-supervised Semantic Segmentation. CVPR 2022: 4258-4267 - [c15]Zhen Zhao
DC-SSL: Addressing Mismatched Class Distribution in Semi-supervised Learning. CVPR 2022: 9747-9755 - [c14]Ziqi Zhou, Lei Qi, Xin Yang, Dong Ni, Yinghuan Shi:
Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization. CVPR 2022: 20824-20833 - [c13]Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao:
MVDG: A Unified Multi-view Framework for Domain Generalization. ECCV (27) 2022: 161-177 - [c12]Ziqi Zhou, Lei Qi, Yinghuan Shi:
Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration. ECCV (21) 2022: 420-436 - [c11]Yue Duan
RDA: Reciprocal Distribution Alignment for Robust Semi-supervised Learning. ECCV (30) 2022: 533-549 - [c10]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 - [i27]Lei Qi, Lei Wang, Yinghuan Shi, Xin Geng:
A Novel Mix-normalization Method for Generalizable Multi-source Person Re-identification. CoRR abs/2201.09846 (2022) - [i26]Yue Duan
MutexMatch: Semi-supervised Learning with Mutex-based Consistency Regularization. CoRR abs/2203.14316 (2022) - [i25]Lei Qi, Jiaying Shen, Jiaqi Liu, Yinghuan Shi, Xin Geng:
Label Distribution Learning for Generalizable Multi-source Person Re-identification. CoRR abs/2204.05903 (2022) - [i24]Ziqi Zhou, Lei Qi, Yinghuan Shi:
Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration. CoRR abs/2208.03901 (2022) - [i23]Yue Duan
RDA: Reciprocal Distribution Alignment for Robust Semi-supervised Learning. CoRR abs/2208.04619 (2022) - [i22]Lei Qi, Hongpeng Yang, Yinghuan Shi, Xin Geng:
MultiMatch: Multi-task Learning for Semi-supervised Domain Generalization. CoRR abs/2208.05853 (2022) - [i21]Lihe Yang, Lei Qi, Litong Feng, Wayne Zhang
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation. CoRR abs/2208.09910 (2022) - 2021
- [j6]Zekun Li
A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning. Medical Image Anal. 69: 101978 (2021) - [j5]Yang Li
A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognition. IEEE Trans. Cogn. Dev. Syst. 13(2): 354-367 (2021) - [j4]Xinqiang Chen
High-Resolution Vehicle Trajectory Extraction and Denoising From Aerial Videos. IEEE Trans. Intell. Transp. Syst. 22(5): 3190-3202 (2021) - [j3]Lei Qi
GreyReID: A Novel Two-stream Deep Framework with RGB-grey Information for Person Re-identification. ACM Trans. Multim. Comput. Commun. Appl. 17(1): 27:1-27:22 (2021) - [c9]Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao:
Mining Latent Classes for Few-shot Segmentation. ICCV 2021: 8701-8710 - [i20]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 abs/2101.06853 (2021) - [i19]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 abs/2102.03837 (2021) - [i18]Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao:
Mining Latent Classes for Few-shot Segmentation. CoRR abs/2103.15402 (2021) - [i17]Yue Wang, Lei Qi, Yinghuan Shi, Yang Gao:
Feature-based Style Randomization for Domain Generalization. CoRR abs/2106.03171 (2021) - [i16]Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao:
ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation. CoRR abs/2106.05095 (2021) - [i15]Qiufeng Wang, Xin Geng, Shuxia Lin, Shiyu Xia, Lei Qi, Ning Xu:
Learngene: From Open-World to Your Learning Task. CoRR abs/2106.06788 (2021) - [i14]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 abs/2107.11517 (2021) - [i13]Ruiqi Wang, Lei Qi, Yinghuan Shi, Yang Gao:
Better Pseudo-label: Joint Domain-aware Label and Dual-classifier for Semi-supervised Domain Generalization. CoRR abs/2110.04820 (2021) - [i12]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 abs/2110.08762 (2021) - [i11]Lei Qi, Lei Wang, Yinghuan Shi, Xin Geng:
Unsupervised Domain Generalization for Person Re-identification: A Domain-specific Adaptive Framework. CoRR abs/2111.15077 (2021) - [i10]Jintao Guo, Lei Qi, Yinghuan Shi, Yang Gao:
Domain Generalization via Progressive Layer-wise and Channel-wise Dropout. CoRR abs/2112.03676 (2021) - [i9]Ziqi Zhou, Lei Qi, Xin Yang, Dong Ni, Yinghuan Shi:
Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization. CoRR abs/2112.11177 (2021) - [i8]Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao:
More is Better: A Novel Multi-view Framework for Domain Generalization. CoRR abs/2112.12329 (2021) - 2020
- [j2]Lei Qi
Progressive Cross-Camera Soft-Label Learning for Semi-Supervised Person Re-Identification. IEEE Trans. Circuits Syst. Video Technol. 30(9): 2815-2829 (2020) - [c8]Pinzhuo Tian, Zhangkai Wu, Lei Qi, Lei Wang, Yinghuan Shi, Yang Gao:
Differentiable Meta-Learning Model for Few-Shot Semantic Segmentation. AAAI 2020: 12087-12094 - [c7]Changbin Shao
Biased Feature Learning for Occlusion Invariant Face Recognition. IJCAI 2020: 666-672 - [c6]Pinzhuo Tian, Lei Qi, Shaokang Dong, Yinghuan Shi, Yang Gao:
Consistent MetaReg: Alleviating Intra-task Discrepancy for Better Meta-knowledge. IJCAI 2020: 2718-2724 - [i7]Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao:
Generalizable Semantic Segmentation via Model-agnostic Learning and Target-specific Normalization. CoRR abs/2003.12296 (2020)
2010 – 2019
- 2019
- [c5]Lei Qi
A Novel Unsupervised Camera-Aware Domain Adaptation Framework for Person Re-Identification. ICCV 2019: 8079-8088 - [c4]Lei Qi
A Mask Based Deep Ranking Neural Network for Person Retrieval. ICME 2019: 496-501 - [i6]Lei Qi
A Novel Unsupervised Camera-aware Domain Adaptation Framework for Person Re-identification. CoRR abs/1904.03425 (2019) - [i5]Lei Qi
Adversarial Camera Alignment Network for Unsupervised Cross-camera Person Re-identification. CoRR abs/1908.00862 (2019) - [i4]Lei Qi
GreyReID: A Two-stream Deep Framework with RGB-grey Information for Person Re-identification. CoRR abs/1908.05142 (2019) - [i3]Lei Qi
Progressive Cross-camera Soft-label Learning for Semi-supervised Person Re-identification. CoRR abs/1908.05669 (2019) - [i2]Pinzhuo Tian, Zhangkai Wu, Lei Qi, Lei Wang, Yinghuan Shi, Yang Gao:
Differentiable Meta-learning Model for Few-shot Semantic Segmentation. CoRR abs/1911.10371 (2019) - 2018
- [j1]Lei Qi
Unsupervised Joint Subspace and Dictionary Learning for Enhanced Cross-Domain Person Re-Identification. IEEE J. Sel. Top. Signal Process. 12(6): 1263-1275 (2018) - [c3]Pinzhuo Tian, Lei Qi
A Novel Image-Specific Transfer Approach for Prostate Segmentation in MR Images. ICASSP 2018: 806-810 - [c2]Yang Lv, Lei Qi
Joint Multi-field Siamese Recurrent Neural Network for Entity Resolution. PRICAI 2018: 482-490 - [i1]Lei Qi
MaskReID: A Mask Based Deep Ranking Neural Network for Person Re-identification. CoRR abs/1804.03864 (2018) - 2016
- [c1]Lei Qi
Multi-view Subspace Clustering via a Global Low-Rank Affinity Matrix. IDEAL 2016: 321-331
Coauthor Index
[j43] [j40] [j39] [j38] [c41] [i69] [i68] [i67] [i64] [i63] [i62] [j27] [j26] [j24] [j23] [j22] [j21] [c38] [c36] [c35] [c34] [c33] [c31] [i61] [i59] [i58] [i56] [i55] [i54] [i49] [j18] [j17] [j15] [c30] [c26] [c22] [c20] [i45] [i42] [i36] [i35] [i34] [i32] [i28] [j13] [j12] [j11] [j9] [j8] [j7] [c17] [c16] [c13] [i26] [j6] [j3] [c9] [i20] [i19] [i18] [i17] [i16] [i14] [i13] [i12] [i10] [i8] [j2] [c8] [c7] [c6] [i7] [c5] [c4] [i6] [i5] [i4] [i3] [i2] [j1] [c3] [c2] [i1] [c1]
[j49] [j46] [j43] [j41] [j40] [j39] [j38] [c45] [c44] [c43] [c42] [c41] [c40] [c39] [i73] [i72] [i71] [i70] [i69] [i68] [i67] [i66] [i65] [i64] [i63] [i62] [j32] [j31] [j30] [j28] [j27] [j26] [j24] [j23] [j22] [j21] [j19] [c38] [c37] [c36] [c35] [c34] [c33] [c32] [c31] [i61] [i59] [i58] [i56] [i55] [i54] [i52] [i50] [i49] [i48] [j17] [j16] [j15] [j14] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [c21] [c20] [i46] [i45] [i44] [i43] [i42] [i41] [i40] [i39] [i38] [i37] [i36] [i35] [i34] [i33] [i32] [i29] [i28] [j13] [j12] [j11] [j10] [j9] [j8] [j7] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [i27] [i26] [i25] [i24] [i23] [i22] [i21] [j6] [j3] [c9] [i20] [i19] [i18] [i17] [i16] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [j2] [c8] [c6] [i7] [c5] [c4] [i6] [i5] [i4] [i3] [i2] [j1] [c3] [i1] [c1]
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