Lei Qi

Orcid: 0000-0001-7091-0702

Affiliations:

Southeast University, Nanjing, Jiangsu, China
Nanjing University, Nanjing, Jiangsu, China (former)

According to our database¹, Lei Qi authored at least 81 papers between 2016 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

MultiMatch: Multi-task Learning for Semi-supervised Domain Generalization.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., June, 2024

MutexMatch: Semi-Supervised Learning With Mutex-Based Consistency Regularization.

[BibT_eX]

[DOI]

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

DoubleAUG: Single-domain Generalized Object Detector in Urban via Color Perturbation and Dual-style Memory.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., May, 2024

PLACE Dropout: A Progressive Layer-wise and Channel-wise Dropout for Domain Generalization.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., March, 2024

Adaptation via Proxy: Building Instance-Aware Proxy for Unsupervised Domain Adaptive 3D Object Detection.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Veh., February, 2024

Domain generalization via Inter-domain Alignment and Intra-domain Expansion.

[BibT_eX]

[DOI]

Pattern Recognit., February, 2024

Learning Generalizable Models via Disentangling Spurious and Enhancing Potential Correlations.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

NormAUG: Normalization-Guided Augmentation for Domain Generalization.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

Vision-Based UAV Self-Positioning in Low-Altitude Urban Environments.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

PC<sup>2</sup>: Pseudo-Classification Based Pseudo-Captioning for Noisy Correspondence Learning in Cross-Modal Retrieval.

[BibT_eX]

[DOI]

CoRR, 2024

Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization.

[BibT_eX]

[DOI]

CoRR, 2024

The Devil is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation.

[BibT_eX]

[DOI]

CoRR, 2024

Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation.

[BibT_eX]

[DOI]

CoRR, 2024

SETA: Semantic-Aware Token Augmentation for Domain Generalization.

[BibT_eX]

[DOI]

CoRR, 2024

Concatenate, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image Segmentation.

[BibT_eX]

[DOI]

CoRR, 2024

Roll with the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Unsupervised generalizable multi-source person re-identification: A Domain-specific adaptive framework.

[BibT_eX]

[DOI]

Pattern Recognit., August, 2023

Defensive Few-Shot Learning.

[BibT_eX]

[DOI]

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

PLN: Parasitic-Like Network for Barely Supervised Medical Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, March, 2023

A Novel Mix-Normalization Method for Generalizable Multi-Source Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Better pseudo-label: Joint domain-aware label and dual-classifier for semi-supervised domain generalization.

[BibT_eX]

[DOI]

Pattern Recognit., 2023

Scalable Label Distribution Learning for Multi-Label Classification.

[BibT_eX]

[DOI]

CoRR, 2023

Exploring Flat Minima for Domain Generalization with Large Learning Rates.

[BibT_eX]

[DOI]

CoRR, 2023

A Theoretical Explanation of Activation Sparsity through Flat Minima and Adversarial Robustness.

[BibT_eX]

[DOI]

CoRR, 2023

A Novel Cross-Perturbation for Single Domain Generalization.

[BibT_eX]

[DOI]

CoRR, 2023

Generalizable Metric Network for Cross-domain Person Re-identification.

[BibT_eX]

[DOI]

CoRR, 2023

eVAE: Evolutionary Variational Autoencoder.

[BibT_eX]

[DOI]

Zhangkai Wu

Longbing Cao

Lei Qi

CoRR, 2023

Generalizable Label Distribution Learning.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching Between 3D and 2D Networks.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning.

[BibT_eX]

[DOI]

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

Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization.

[BibT_eX]

[DOI]

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

DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization.

[BibT_eX]

[DOI]

Jintao Guo

Lei Qi

Yinghuan Shi

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

Enhancing Sample Utilization through Sample Adaptive Augmentation in Semi-Supervised Learning.

[BibT_eX]

[DOI]

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

Towards Semi-supervised Learning with Non-random Missing Labels.

[BibT_eX]

[DOI]

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

IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization.

[BibT_eX]

[DOI]

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

DomainAdaptor: A Novel Approach to Test-time Adaptation.

[BibT_eX]

[DOI]

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

Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

ALOFT: A Lightweight MLP-Like Architecture with Dynamic Low-Frequency Transform for Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Orthogonal Annotation Benefits Barely-supervised Medical Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Inconsistency-Aware Uncertainty Estimation for Semi-Supervised Medical Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2022

Deep Symmetric Adaptation Network for Cross-Modality Medical Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2022

Crosslink-Net: Double-Branch Encoder Network via Fusing Vertical and Horizontal Convolutions for Medical Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Label Distribution Learning for Generalizable Multisource Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2022

Feature-Based Style Randomization for Domain Generalization.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Adversarial Camera Alignment Network for Unsupervised Cross-Camera Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Generalizable model-agnostic semantic segmentation via target-specific normalization.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Label Distribution Learning for Generalizable Multi-source Person Re-identification.

[BibT_eX]

[DOI]

CoRR, 2022

Improving Barely Supervised Learning by Discriminating Unlabeled Samples with Super-Class.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration.

[BibT_eX]

[DOI]

Ziqi Zhou

Lei Qi

Yinghuan Shi

Proceedings of the Computer Vision - ECCV 2022, 2022

MVDG: A Unified Multi-view Framework for Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

RDA: Reciprocal Distribution Alignment for Robust Semi-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization.

[BibT_eX]

[DOI]

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

DC-SSL: Addressing Mismatched Class Distribution in Semi-supervised Learning.

[BibT_eX]

[DOI]

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

ST++: Make Self-trainingWork Better for Semi-supervised Semantic Segmentation.

[BibT_eX]

[DOI]

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

Adaptive Weight of Unreliable Relation Module for Semi-supervised Multi-label Image Recognition.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Cloud Computing and Intelligent Systems, 2022

Learngene: From Open-World to Your Learning Task.

[BibT_eX]

[DOI]

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

2021

GreyReID: A Novel Two-stream Deep Framework with RGB-grey Information for Person Re-identification.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2021

High-Resolution Vehicle Trajectory Extraction and Denoising From Aerial Videos.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2021

A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Dev. Syst., 2021

A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning.

[BibT_eX]

[DOI]

Medical Image Anal., 2021

More is Better: A Novel Multi-view Framework for Domain Generalization.

[BibT_eX]

[DOI]

CoRR, 2021

Domain Generalization via Progressive Layer-wise and Channel-wise Dropout.

[BibT_eX]

[DOI]

CoRR, 2021

Unsupervised Domain Generalization for Person Re-identification: A Domain-specific Adaptive Framework.

[BibT_eX]

[DOI]

CoRR, 2021

Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal Convolutions.

[BibT_eX]

[DOI]

CoRR, 2021

ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2021

Mining Latent Classes for Few-shot Segmentation.

[BibT_eX]

[DOI]

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

2020

Progressive Cross-Camera Soft-Label Learning for Semi-Supervised Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Generalizable Semantic Segmentation via Model-agnostic Learning and Target-specific Normalization.

[BibT_eX]

[DOI]

CoRR, 2020

Consistent MetaReg: Alleviating Intra-task Discrepancy for Better Meta-knowledge.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Biased Feature Learning for Occlusion Invariant Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Differentiable Meta-Learning Model for Few-Shot Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

GreyReID: A Two-stream Deep Framework with RGB-grey Information for Person Re-identification.

[BibT_eX]

[DOI]

CoRR, 2019

Adversarial Camera Alignment Network for Unsupervised Cross-camera Person Re-identification.

[BibT_eX]

[DOI]

CoRR, 2019

A Mask Based Deep Ranking Neural Network for Person Retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

A Novel Unsupervised Camera-Aware Domain Adaptation Framework for Person Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Unsupervised Joint Subspace and Dictionary Learning for Enhanced Cross-Domain Person Re-Identification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2018

MaskReID: A Mask Based Deep Ranking Neural Network for Person Re-identification.

[BibT_eX]

[DOI]

CoRR, 2018

Joint Multi-field Siamese Recurrent Neural Network for Entity Resolution.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

A Novel Image-Specific Transfer Approach for Prostate Segmentation in MR Images.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2016

Multi-view Subspace Clustering via a Global Low-Rank Affinity Matrix.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2016, 2016

Lei Qi

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