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Viewing Publication 1 - 100 from 167

2024

Dual Correlation Network for Efficient Video Semantic SegmentationShumin An, Qingmin Liao, Zongqing Lu, Jing-Hao Xue. tcsv, 34(3):1572-1585, March 2024. [doi]

When Sparse Neural Network Meets Label Noise Learning: A Multistage Learning FrameworkRunqing Jiang, Yan Yan 0001, Jing-Hao Xue, Biao Wang, Hanzi Wang. tnn, 35(2):2208-2222, February 2024. [doi]

Survival Analysis of High-Dimensional Data With Graph Convolutional Networks and Geometric GraphsYurong Ling, Zijing Liu, Jing-Hao Xue. tnn, 35(4):4876-4886, April 2024. [doi]

Relationship-Guided Knowledge Transfer for Class-Incremental Facial Expression RecognitionYuanling Lv, Yan Yan 0001, Jing-Hao Xue, Si Chen 0002, Hanzi Wang. TIP, 33:2293-2304, 2024. [doi]

DeGCN: Deformable Graph Convolutional Networks for Skeleton-Based Action RecognitionWoomin Myung, Nan Su, Jing-Hao Xue, Guijin Wang. TIP, 33:2477-2490, 2024. [doi]

High-Order Structure Based Middle-Feature Learning for Visible-Infrared Person Re-identificationLiuxiang Qiu, Si Chen, Yan Yan 0001, Jing-Hao Xue, Da-Han Wang, Shunzhi Zhu. AAAI 2024: 4596-4604 [doi]

A Survey on Deep Generative 3D-aware Image SynthesisWeihao Xia, Jing-Hao Xue. ACM Comput. Surv., 56(4), April 2024. [doi]

Toward Certified Robustness of Distance Metric LearningXiaochen Yang, Yiwen Guo, Mingzhi Dong, Jing-Hao Xue. tnn, 35(3):3834-3844, March 2024. [doi]

Spatial-Contextual Discrepancy Information Compensation for GAN InversionZiqiang Zhang, Yan Yan 0009, Jing-Hao Xue, Hanzi Wang. AAAI 2024: 7432-7440 [doi]

VPCFormer: A transformer-based multi-view finger vein recognition model and a new benchmarkPengyang Zhao, Yizhuo Song, Siqi Wang, Jing-Hao Xue, Shuping Zhao, Qingmin Liao, Wenming Yang. PR, 148:110170, April 2024. [doi]

2023

SPL-Net: Spatial-Semantic Patch Learning Network for Facial Attribute Recognition with Limited Labeled DataYan Yan 0001, Ying Shu, Si Chen 0002, Jing-Hao Xue, Chunhua Shen, Hanzi Wang. ijcv, 131(8):2097-2121, August 2023. [doi]

Drop Loss for Person Attribute Recognition With Imbalanced Noisy-Labeled SamplesYan Yan 0001, Youze Xu, Jing-Hao Xue, Yang Lu 0009, Hanzi Wang, Wentao Zhu. tcyb, 53(11):7071-7084, November 2023. [doi]

Statistical hypothesis testing as a novel perspective of pooling for image quality assessmentRui Zhu 0006, Fei Zhou 0001, Wenming Yang, Jing-Hao Xue. spic, 114:116942, May 2023. [doi]

APANet: Adaptive Prototypes Alignment Network for Few-Shot Semantic SegmentationJiacheng Chen, Bin-Bin Gao, Zongqing Lu, Jing-Hao Xue, Chengjie Wang, Qingmin Liao. tmm, 25:4361-4373, 2023. [doi]

Learning Meta Soft Prompt for Few-Shot Language ModelsJen-Tzung Chien, Ming-Yen Chen, Jing-Hao Xue. apsipa 2023: 57-62 [doi]

Discriminant Feature Extraction by Generalized Difference SubspaceKazuhiro Fukui, Naoya Sogi, Takumi Kobayashi 0001, Jing-Hao Xue, Atsuto Maki. pami, 45(2):1618-1635, 2023. [doi]

ReNAP: Relation network with adaptiveprototypical learning for few-shot classificationXiaoxu Li, Yalan Li, Yixiao Zheng, Rui Zhu 0006, Zhanyu Ma, Jing-Hao Xue, Jie Cao. ijon, 520:356-364, 2023. [doi]

Locally-Enriched Cross-Reconstruction for Few-Shot Fine-Grained Image ClassificationXiaoxu Li, Qi Song, Jijie Wu, Rui Zhu 0006, Zhanyu Ma, Jing-Hao Xue. tcsv, 33(12):7530-7540, December 2023. [doi]

Deep metric learning for few-shot image classification: A Review of recent developmentsXiaoxu Li, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue. PR, 138:109381, June 2023. [doi]

On the Comparisons of Decorrelation Approaches for Non-Gaussian Neutral Vector VariablesZhanyu Ma, Xiaoou Lu, Jiyang Xie 0001, Zhen Yang 0004, Jing-Hao Xue, Zheng-Hua Tan, Bo Xiao 0006, Jun Guo 0002. tnn, 34(4):1823-1837, April 2023. [doi]

TROSD: A New RGB-D Dataset for Transparent and Reflective Object Segmentation in PracticeTianyu Sun, Guodong Zhang 0004, Wenming Yang, Jing-Hao Xue, Guijin Wang. tcsv, 33(10):5721-5733, October 2023. [doi]

GAN Inversion: A SurveyWeihao Xia, Yulun Zhang, Yujiu Yang, Jing-Hao Xue, Bolei Zhou, Ming-Hsuan Yang 0001. pami, 45(3):3121-3138, March 2023. [doi]

Automatic 3D joint erosion detection for the diagnosis and monitoring of rheumatoid arthritis using hand HR-pQCT imagesXuechen Zhang, Isaac Cheng, Shaojun Liu, Chenrui Li, Jing-Hao Xue, Lai-Shan Tam, Weichuan Yu. cmig, 106:102200, June 2023. [doi]

Single-Sample Finger Vein Recognition via Competitive and Progressive Sparse RepresentationPengyang Zhao, Zhiquan Chen, Jing-Hao Xue, Jianjiang Feng, Wenming Yang, Qingmin Liao, Jie Zhou 0001. tbbis, 5(2):209-220, 2023. [doi]

The neglected background cues can facilitate finger vein recognitionPengyang Zhao, Shuping Zhao, Jing-Hao Xue, Wenming Yang, Qingmin Liao. PR, 136:109199, April 2023. [doi]

2022

Advanced Dropout: A Model-Free Methodology for Bayesian Dropout OptimizationJiyang Xie 0001, Zhanyu Ma, Jianjun Lei, Guoqiang Zhang 0003, Jing-Hao Xue, Zheng-Hua Tan, Jun Guo 0002. pami, 44(9):4605-4625, 2022. [doi]

Efficient Semantic Segmentation via Self-Attention and Self-DistillationShumin An, Qingmin Liao, Zongqing Lu, Jing-Hao Xue. tits, 23(9):15256-15266, 2022. [doi]

SSL++: Improving Self-Supervised Learning by Mitigating the Proxy Task-Specificity ProblemSong Chen, Jing-Hao Xue, Jianlong Chang, Jianzhong Zhang, Jufeng Yang, Qi Tian 0001. TIP, 31:1134-1148, 2022. [doi]

A Spectral-Spatial Jointed Spectral Super-Resolution and Its Application to HJ-1A Satellite ImagesXiaolin Han, Huan Zhang, Jing-Hao Xue, Weidong Sun. lgrs, 19:1-5, 2022. [doi]

ASSP: An adaptive sample statistics-based pooling for full-reference image quality assessmentYurong Ling, Fei Zhou, Kun Guo, Jing-Hao Xue. ijon, 493:568-582, 2022. [doi]

Dimension reduction for high-dimensional small counts with KL divergenceYurong Ling, Jing-Hao Xue. uai 2022: 1210-1220 [doi]

GenDet: Meta Learning to Generate Detectors From Few ShotsLiyang Liu, Bochao Wang, Zhanghui Kuang, Jing-Hao Xue, Yimin Chen, Wenming Yang, Qingmin Liao, Wayne Zhang. tnn, 33(8):3448-3460, 2022. [doi]

Defocus Image Deblurring Network With Defocus Map Estimation as Auxiliary TaskHaoyu Ma, Shaojun Liu, Qingmin Liao, Juncheng Zhang, Jing-Hao Xue. TIP, 31:216-226, 2022. [doi]

Deep Multi-Task Multi-Label CNN for Effective Facial Attribute ClassificationLongbiao Mao, Yan Yan 0001, Jing-Hao Xue, Hanzi Wang. taffco, 13(2):818-828, 2022. [doi]

Adaptive Deep Disturbance-Disentangled Learning for Facial Expression RecognitionDelian Ruan, Rongyun Mo, Yan Yan 0001, Si Chen 0002, Jing-Hao Xue, Hanzi Wang. ijcv, 130(2):455-477, 2022. [doi]

Constrained mutual convex cone method for image set based recognitionNaoya Sogi, Rui Zhu 0006, Jing-Hao Xue, Kazuhiro Fukui. PR, 121:108190, 2022. [doi]

Stage-Aware Feature Alignment Network for Real-Time Semantic Segmentation of Street ScenesXi Weng, Yan Yan 0001, Si Chen, Jing-Hao Xue, Hanzi Wang. tcsv, 32(7):4444-4459, 2022. [doi]

Deep Learning in Lane Marking Detection: A SurveyYoucheng Zhang, Zongqing Lu, Xuechen Zhang, Jing-Hao Xue, Qingmin Liao. tits, 23(7):5976-5992, 2022. [doi]

Learn-to-Decompose: Cascaded Decomposition Network for Cross-Domain Few-Shot Facial Expression RecognitionXinyi Zou, Yan Yan 0001, Jing-Hao Xue, Si Chen 0002, Hanzi Wang. eccv 2022: 683-700 [doi]

When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning FrameworkXinyi Zou, Yan Yan 0001, Jing-Hao Xue, Si Chen, Hanzi Wang. AAAI 2022: 5367-5375 [doi]

2021

DS-UI: Dual-Supervised Mixture of Gaussian Mixture Models for Uncertainty Inference in Image RecognitionJiyang Xie 0001, Zhanyu Ma, Jing-Hao Xue, Guoqiang Zhang 0003, Jian Sun, Yinhe Zheng, Jun Guo 0002. TIP, 30:9208-9219, 2021. [doi]

3D-TDC: A 3D temporal dilation convolution framework for video action recognitionYue Ming 0001, Fan Feng, Chao Li 0026, Jing-Hao Xue. ijon, 450:362-371, 2021. [doi]

Better Stereo Matching From Simple Yet Effective Wrangling of Deep FeaturesLei Chen, Zongqing Lu, Qingmin Liao, Jing-Hao Xue. icmcs 2021: 1-6 [doi]

Enhance Via Decoupling: Improving Multi-Label Classifiers With Variational Feature AugmentationMing Chen, Guijin Wang, Jing-Hao Xue, Zijian Ding, Li Sun. icip 2021: 1329-1333 [doi]

Disparity Estimation with Scene Depth CuesLei Chen, Zongqing Lu, Qingmin Liao, Haoyu Ma, Jing-Hao Xue. icmcs 2021: 1-6 [doi]

RGB Guided Depth Map Super-Resolution with Coupled U-NetYingjie Cui, Qingmin Liao, Wenming Yang, Jing-Hao Xue. icmcs 2021: 1-6 [doi]

RFRN: A recurrent feature refinement network for accurate and efficient scene text detectionGuanyu Deng, Yue Ming 0001, Jing-Hao Xue. ijon, 453:465-481, 2021. [doi]

Parallax Contextual Representations For Stereo MatchingHui Deng, Qingmin Liao, Zongqing Lu, Jing-Hao Xue. icip 2021: 3193-3197 [doi]

A Polarization-Imaging-Based Machine Learning Framework for Quantitative Pathological Diagnosis of Cervical Precancerous LesionsYang Dong, Jiachen Wan, Xingjian Wang, Jing-Hao Xue, Jibin Zou, Honghui He, Pengcheng Li, Anli Hou, Hui Ma 0003. tmi, 40(12):3728-3738, 2021. [doi]

BSNet: Bi-Similarity Network for Few-shot Fine-grained Image ClassificationXiaoxu Li, Jijie Wu, Zhuo Sun, Zhanyu Ma, Jie Cao, Jing-Hao Xue. TIP, 30:1318-1331, 2021. [doi]

ReMarNet: Conjoint Relation and Margin Learning for Small-Sample Image ClassificationXiaoxu Li, Liyun Yu, Xiaochen Yang, Zhanyu Ma, Jing-Hao Xue, Jie Cao, Jun Guo 0002. tcsv, 31(4):1569-1579, 2021. [doi]

A concise review of recent few-shot meta-learning methodsXiaoxu Li, Zhuo Sun, Jing-Hao Xue, Zhanyu Ma. ijon, 456:463-468, 2021. [doi]

Deep InterBoost networks for small-sample image classificationXiaoxu Li, Dongliang Chang, Zhanyu Ma, Zheng-Hua Tan, Jing-Hao Xue, Jie Cao, Jun Guo 0002. ijon, 456:492-503, 2021. [doi]

Mutual-learning sequence-level knowledge distillation for automatic speech recognitionZerui Li, Yue Ming 0001, Lei Yang, Jing-Hao Xue. ijon, 428:259-267, 2021. [doi]

Dimension reduction for data with heterogeneous missingnessYurong Ling, Zijing Liu, Jing-Hao Xue. uai 2021: 1310-1320 [doi]

Towards Impartial Multi-task LearningLiyang Liu, Yi Li, Zhanghui Kuang, Jing-Hao Xue, Yimin Chen, Wenming Yang, Qingmin Liao, Wayne Zhang. iclr 2021: [doi]

Group Fisher Pruning for Practical Network CompressionLiyang Liu, Shilong Zhang, Zhanghui Kuang, Aojun Zhou, Jing-Hao Xue, Xinjiang Wang, Yimin Chen, Wenming Yang, Qingmin Liao, Wayne Zhang. icml 2021: 7021-7032 [doi]

IncDet: In Defense of Elastic Weight Consolidation for Incremental Object DetectionLiyang Liu, Zhanghui Kuang, Yimin Chen, Jing-Hao Xue, Wenming Yang, Wayne Zhang. tnn, 32(6):2306-2319, 2021. [doi]

TSingNet: Scale-aware and context-rich feature learning for traffic sign detection and recognition in the wildYuanyuan Liu, Jiyao Peng, Jing-Hao Xue, Yongquan Chen, Zhang-Hua Fu. ijon, 447:10-22, 2021. [doi]

Generalisations of stochastic supervision modelsXiaoou Lu, Yangqi Qiao, Rui Zhu 0006, Guijin Wang, Zhanyu Ma, Jing-Hao Xue. PR, 109:107575, 2021. [doi]

D³Net: Dual-Branch Disturbance Disentangling Network for Facial Expression RecognitionRongyun Mo, Yan Yan 0001, Jing-Hao Xue, Si Chen 0002, Hanzi Wang. mm 2021: 779-787 [doi]

Lane Line Detection based on Parallel Spatial Separation ConvolutionXile Shen, Zongqing Lu, Youcheng Zhang, Jing-Hao Xue. bmvc 2021: 114 [doi]

Learning Spatial-Semantic Relationship for Facial Attribute Recognition With Limited Labeled DataYing Shu, Yan Yan 0001, Si Chen 0002, Jing-Hao Xue, Chunhua Shen, Hanzi Wang. cvpr 2021: 11916-11925 [doi]

Amortized Bayesian Prototype Meta-learning: A New Probabilistic Meta-learning Approach to Few-shot Image ClassificationZhuo Sun, Jijie Wu, Xiaoxu Li, Wenming Yang, Jing-Hao Xue. aistats 2021: 1414-1422 [doi]

Domain Fingerprints for No-Reference Image Quality AssessmentWeihao Xia, Yujiu Yang, Jing-Hao Xue, Jing Xiao. tcsv, 31(4):1332-1341, 2021. [doi]

Cali-sketch: Stroke calibration and completion for high-quality face image generation from human-like sketchesWeihao Xia, Yujiu Yang, Jing-Hao Xue. ijon, 460:256-265, 2021. [doi]

TediGAN: Text-Guided Diverse Face Image Generation and ManipulationWeihao Xia, Yujiu Yang, Jing-Hao Xue, Baoyuan Wu. cvpr 2021: 2256-2265 [doi]

CLUSAC: Clustering Sample Consensus for Fundamental Matrix EstimationXuanyu Xiao, Zongqing Lu, Jing-Hao Xue. icip 2021: 3283-3287 [doi]

FETNet: Feature Exchange Transformer Network for RGB-D Object DetectionZhibin Xiao, Jing-Hao Xue, Pengwei Xie, Guijin Wang. bmvc 2021: 314 [doi]

Small-Vote Sample Selection for Label-Noise LearningYouze Xu, Yan Yan 0001, Jing-Hao Xue, Yang Lu 0009, Hanzi Wang. pkdd 2021: 729-744 [doi]

Guest Editorial: Special issue on deep learning with small samplesJing-Hao Xue, Jufeng Yang, Xiaoxu Li, Yan Yan 0001, Yujiu Yang, Zongqing Lu, Zhanyu Ma. ijon, 456:461-462, 2021. [doi]

Hourglass Face Detector for Hard FaceZijun Yu, Jian Yin, Qiang Zhang, Wenming Yang, Jing-Hao Xue, Qingmin Liao. ijcnn 2021: 1-8 [doi]

Semantic-Aware Occlusion-Robust Network for Occluded Person Re-IdentificationXiaokang Zhang, Yan Yan 0001, Jing-Hao Xue, Yang Hua, Hanzi Wang. tcsv, 31(7):2764-2778, 2021. [doi]

EFRNet: A Lightweight Network with Efficient Feature Fusion and Refinement for Real-Time Semantic SegmentationKuayue Zhang, Qingmin Liao, Juncheng Zhang, Shaojun Liu, Haoyu Ma, Jing-Hao Xue. icmcs 2021: 1-6 [doi]

Class-Variant Margin Normalized Softmax Loss for Deep Face RecognitionWanping Zhang, Yongru Chen, Wenming Yang, Guijin Wang, Jing-Hao Xue, Qingmin Liao. tnn, 32(10):4742-4747, 2021. [doi]

Ripple-GAN: Lane Line Detection With Ripple Lane Line Detection Network and Wasserstein GANYoucheng Zhang, Zongqing Lu, Dongdong Ma, Jing-Hao Xue, Qingmin Liao. tits, 22(3):1532-1542, 2021. [doi]

Non-Local Aggregation for RGB-D Semantic SegmentationGuodong Zhang, Jing-Hao Xue, Pengwei Xie, Sifan Yang, Guijin Wang. spl, 28:658-662, 2021. [doi]

How Video Super-Resolution and Frame Interpolation Mutually BenefitChengcheng Zhou, Zongqing Lu, Linge Li, Qiangyu Yan, Jing-Hao Xue. mm 2021: 5445-5453 [doi]

2020

Adjusting the imbalance ratio by the dimensionality of imbalanced dataRui Zhu 0006, Yiwen Guo, Jing-Hao Xue. prl, 133:217-223, 2020. [doi]

Lightweight Single Image Super-Resolution Through Efficient Second-Order Attention Spindle NetworkYiyun Chen, Yihong Chen, Jing-Hao Xue, Wenming Yang, Qingmin Liao. icmcs 2020: 1-6 [doi]

Learning Local Metrics and Influential Regions for ClassificationMingzhi Dong, Yujiang Wang 0001, Xiaochen Yang, Jing-Hao Xue. pami, 42(6):1522-1529, 2020. [doi]

Generalization Bound of Gradient Descent for Non-Convex Metric LearningMingzhi Dong, Xiaochen Yang, Rui Zhu 0006, Yujiang Wang 0001, Jing-Hao Xue. nips 2020: [doi]

Hyperspectral and Multispectral Image Fusion Using Optimized Twin DictionariesXiaolin Han, Jing Yu 0005, Jing-Hao Xue, Weidong Sun. TIP, 29:4709-4720, 2020. [doi]

OSLNet: Deep Small-Sample Classification With an Orthogonal Softmax LayerXiaoxu Li, Dongliang Chang, Zhanyu Ma, Zheng-Hua Tan, Jing-Hao Xue, Jie Cao, Jingyi Yu, Jun Guo 0002. TIP, 29:6482-6495, 2020. [doi]

Defocus map estimation from a single image using improved likelihood feature and edge-based basisShaojun Liu, Qingmin Liao, Jing-Hao Xue, Fei Zhou. PR, 107:107485, 2020. [doi]

Insights Into Multiple/Single Lower Bound Approximation for Extended Variational Inference in Non-Gaussian Structured Data ModelingZhanyu Ma, Jiyang Xie 0001, Yuping Lai, Jalil Taghia, Jing-Hao Xue, Jun Guo 0002. tnn, 31(7):2240-2254, 2020. [doi]

An α-Matte Boundary Defocus Model-Based Cascaded Network for Multi-Focus Image FusionHaoyu Ma, Qingmin Liao, Juncheng Zhang, Shaojun Liu, Jing-Hao Xue. TIP, 29:8668-8679, 2020. [doi]

Deep Disturbance-Disentangled Learning for Facial Expression RecognitionDelian Ruan, Yan Yan 0001, Si Chen 0002, Jing-Hao Xue, Hanzi Wang. mm 2020: 2833-2841 [doi]

An Equalized Margin Loss for Face RecognitionJingna Sun, Wenming Yang, Jing-Hao Xue, Qingmin Liao. tmm, 22(11):2833-2843, 2020. [doi]

Inter-class angular margin loss for face recognitionJingna Sun, Wenming Yang, Riqiang Gao, Jing-Hao Xue, Qingmin Liao. spic, 80, 2020. [doi]

Bi-Stream Pose-Guided Region Ensemble Network for Fingertip Localization From Stereo ImagesGuijin Wang, Cairong Zhang, Xinghao Chen 0001, Xiangyang Ji, Jing-Hao Xue, Hang Wang. tnn, 31(12):5153-5165, 2020. [doi]

Unsupervised multi-domain multimodal image-to-image translation with explicit domain-constrained disentanglementWeihao Xia, Yujiu Yang, Jing-Hao Xue. NN, 131:50-63, 2020. [doi]

Controllable Continuous Gaze RedirectionWeihao Xia, Yujiu Yang, Jing-Hao Xue, WenSen Feng. mm 2020: 1782-1790 [doi]

Guest Editorial Special Issue on Recent Advances in Theory, Methodology, and Applications of Imbalanced LearningJing-Hao Xue, Zhanyu Ma, Manuel Roveri, Nathalie Japkowicz. tnn, 31(8):2688-2690, 2020. [doi]

Data-augmented matched subspace detector for hyperspectral subpixel target detectionXiaochen Yang, Mingzhi Dong, Ziyu Wang 0003, LianRu Gao, Lefei Zhang, Jing-Hao Xue. PR, 106:107464, 2020. [doi]

Metric Learning for Categorical and Ambiguous Features: An Adversarial MethodXiaochen Yang, Mingzhi Dong, Yiwen Guo, Jing-Hao Xue. pkdd 2021: 223-238 [doi]

LCSCNet: Linear Compressing-Based Skip-Connecting Network for Image Super-ResolutionWenming Yang, Xuechen Zhang, Yapeng Tian, Wei Wang 0194, Jing-Hao Xue, Qingmin Liao. TIP, 29:1450-1464, 2020. [doi]

Hyperspectral image denoising based on low-rank coefficients and orthonormal dictionaryFanlong Zhang, Guowei Yang, Jing-Hao Xue. sigpro, 177:107738, 2020. [doi]

Real-MFF: A large realistic multi-focus image dataset with ground truthJuncheng Zhang, Qingmin Liao, Shaojun Liu, Haoyu Ma, Wenming Yang, Jing-Hao Xue. prl, 138:370-377, 2020. [doi]

Special Issue on Advances in Statistical Methods-based Visual Quality AssessmentFei Zhou, Wenming Yang, Xinbo Gao, Hantao Liu, Rui Zhu 0006, Jing-Hao Xue. spic, 83:115695, 2020. [doi]

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