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2020 – today
- 2025
[j25]Junbiao Pang
, Anjing Hu, Qingming Huang:
Bundle fragments into a whole: Mining more complete clusters via submodular selection of interesting webpages for web topic detection. Expert Syst. Appl. 260: 125125 (2025)- [j24]Junbiao Pang, Qingming Huang:
Towards scalable topic detection on web via simulating Lévy walks nature of topics in similarity space. Inf. Sci. 690: 121544 (2025) - 2024
- [c22]Jiaqi Wu, Junbiao Pang, Qingming Huang:
Ensemble of Distinct Students for SSL 2D Pose Estimation. CVIPPR 2024: 48 - [c21]Jiaqi Wu, Junbiao Pang, Qingming Huang:
Feature-based Perturbation Makes a Better Ensemble Learning for SSL Classification. CVIPPR 2024: 49 - [i13]Junbiao Pang, Tianyang Cai, Baochang Zhang, Jiaqi Wu, Ye Tao:
Push Quantization-Aware Training Toward Full Precision Performances via Consistency Regularization. CoRR abs/2402.13497 (2024) - [i12]Jiaxin Deng, Junbiao Pang, Baochang Zhang, Tian Wang:
Effective Gradient Sample Size via Variation Estimation for Accelerating Sharpness aware Minimization. CoRR abs/2403.08821 (2024) - [i11]Jiaqi Wu, Junbiao Pang, Baochang Zhang, Qingming Huang:
A Channel-ensemble Approach: Unbiased and Low-variance Pseudo-labels is Critical for Semi-supervised Classification. CoRR abs/2403.18407 (2024) - [i10]Junbiao Pang, Zailin Dong, Jiaxin Deng, Mengyuan Zhu, Yunwei Zhang:
Pixel-Wise Symbol Spotting via Progressive Points Location for Parsing CAD Images. CoRR abs/2404.10985 (2024) - [i9]Junbiao Pang, Muhammad Ayub Sabir, Zhuyun Wang, Anjing Hu, Xue Yang, Haitao Yu, Qingming Huang:
Finding A Taxi with Illegal Driver Substitution Activity via Behavior Modelings. CoRR abs/2404.11844 (2024) - [i8]Junbiao Pang, Baocheng Xiong, Jiaqi Wu:
Modeling Multi-Granularity Context Information Flow for Pavement Crack Detection. CoRR abs/2404.12702 (2024) - [i7]Jiaxin Deng, Junbiao Pang, Baochang Zhang:
Asymptotic Unbiased Sample Sampling to Speed Up Sharpness-Aware Minimization. CoRR abs/2406.08001 (2024) - [i6]Jiaqi Wu, Junbiao Pang, Qingming Huang:
Decorrelating Structure via Adapters Makes Ensemble Learning Practical for Semi-supervised Learning. CoRR abs/2408.04150 (2024) - [i5]Junbiao Pang, Qingming Huang:
Towards Scalable Topic Detection on Web via Simulating Levy Walks Nature of Topics in Similarity Space. CoRR abs/2408.05348 (2024) - [i4]Junbiao Pang, Anjing Hu, Qingming Huang:
Bundle Fragments into a Whole: Mining More Complete Clusters via Submodular Selection of Interesting webpages for Web Topic Detection. CoRR abs/2409.12380 (2024) - [i3]Jiaxin Deng, Junbiao Pang, Baochang Zhang, Qingming Huang:
Bilateral Sharpness-Aware Minimization for Flatter Minima. CoRR abs/2409.13173 (2024) - 2023
- [i2]Jiaqi Wu, Junbiao Pang, Qingming Huang:
Modeling the Uncertainty with Maximum Discrepant Students for Semi-supervised 2D Pose Estimation. CoRR abs/2311.01770 (2023) - [i1]Jiaqi Wu, Junbiao Pang, Qingming Huang:
Generating Unbiased Pseudo-labels via a Theoretically Guaranteed Chebyshev Constraint to Unify Semi-supervised Classification and Regression. CoRR abs/2311.01782 (2023) - 2021
- [c20]Lijuan Duan, Jun Zeng, Junbiao Pang, Junzhe Wang:
Pavement Crack Detection Using Multi-stage Structural Feature Extraction Model. ICIP 2021: 969-973 - 2020
- [c19]Lijuan Duan, Huiling Geng, Junbiao Pang, Jun Zeng:
Unsupervised Pixel-level Crack Detection Based on Generative Adversarial Network. ICMSSP 2020: 6-10
2010 – 2019
- 2019
- [j23]Junbiao Pang, Anjing Hu, Qingming Huang, Qi Tian, Baocai Yin:
Increasing Interpretation of Web Topic Detection via Prototype Learning From Sparse Poisson Deconvolution. IEEE Trans. Cybern. 49(3): 1072-1083 (2019) - [j22]Junbiao Pang, Jing Huang, Yong Du, Haitao Yu, Qingming Huang, Baocai Yin:
Learning to Predict Bus Arrival Time From Heterogeneous Measurements via Recurrent Neural Network. IEEE Trans. Intell. Transp. Syst. 20(9): 3283-3293 (2019) - [j21]Junbiao Pang, Fei Tao, Qingming Huang, Qi Tian, Baocai Yin:
Two Birds With One Stone: A Coupled Poisson Deconvolution for Detecting and Describing Topics From Multimodal Web Data. IEEE Trans. Neural Networks Learn. Syst. 30(8): 2397-2409 (2019) - [c18]Lijuan Duan, Huiling Geng, Jun Zeng, Junbiao Pang, Qingming Huang:
Fast and Accurately Measuring Crack Width via Cascade Principal Component Analysis. MMAsia 2019: 22:1-22:7 - [c17]Jinzhong Lin, Junbiao Pang, Li Su, Yugui Liu, Qingming Huang:
Accelerating Topic Detection on Web for a Large-Scale Data Set via Stochastic Poisson Deconvolution. MMM (1) 2019: 590-602 - 2018
- [j20]Junbiao Pang, Fei Tao, Liang Li, Qingming Huang, Baocai Yin, Qi Tian:
A two-step approach to describing web topics via probable keywords and prototype images from background-removed similarities. Neurocomputing 275: 478-487 (2018) - [j19]Junbiao Pang, Jing Huang, Xue Yang, Zuyun Wang, Haitao Yu, Qingming Huang, Baocai Yin:
Discovering Fine-Grained Spatial Pattern From Taxi Trips: Where Point Process Meets Matrix Decomposition and Factorization. IEEE Trans. Intell. Transp. Syst. 19(10): 3208-3219 (2018) - 2017
- [j18]Junbiao Pang, Jing Huang, Lei Qin, Weigang Zhang, Laiyun Qing, Qingming Huang, Baocai Yin:
Rotative maximal pattern: A local coloring descriptor for object classification and recognition. Inf. Sci. 405: 190-206 (2017) - [j17]Junbiao Pang, Jing Huang, Weigang Zhang, Qingming Huang, Baocai Yin:
Justify role of Similarity Diffusion Process in cross-media topic ranking: an empirical evaluation. Multim. Tools Appl. 76(23): 25145-25157 (2017) - 2016
- [j16]Guorong Li, Shuqiang Jiang, Weigang Zhang, Junbiao Pang, Qingming Huang:
Online web video topic detection and tracking with semi-supervised learning. Multim. Syst. 22(1): 115-125 (2016) - [j15]Junbiao Pang, Fei Tao, Chunjie Zhang, Weigang Zhang, Qingming Huang, Baocai Yin:
Robust Latent Poisson Deconvolution From Multiple Features for Web Topic Detection. IEEE Trans. Multim. 18(12): 2482-2493 (2016) - [c16]Jian Li, Li Su, Bo Wu, Junbiao Pang, Chunfeng Wang, Zhe Wu, Qingming Huang:
Webpage saliency prediction with multi-features fusion. ICIP 2016: 674-678 - [c15]Junbiao Pang, Huihuang Lin, Li Su, Chunjie Zhang, Weigang Zhang, Lijuan Duan, Qingming Huang, Baocai Yin:
Accelerate convolutional neural networks for binary classification via cascading cost-sensitive feature. ICIP 2016: 1037-1041 - [c14]Fei Tao, Junbiao Pang, Chunjie Zhang, Liang Li, Li Su, Weigang Zhang, Qingming Huang, Guiping Su:
Robust latent poisson deconvolution from multiple imperfect features for web topic detection. ICME 2016: 1-6 - 2015
- [j14]Hao Liu, Bingpeng Ma, Lei Qin, Junbiao Pang, Chunjie Zhang, Qingming Huang:
Set-label modeling and deep metric learning on person re-identification. Neurocomputing 151: 1283-1292 (2015) - [j13]Junbiao Pang, Chunjie Zhang, Lei Qin, Weigang Zhang, Laiyun Qing, Qingming Huang, Baocai Yin:
Online dictionary learning for Local Coordinate Coding with Locality Coding Adaptors. Neurocomputing 157: 61-69 (2015) - [j12]Weigang Zhang, Tianlong Chen, Guorong Li, Junbiao Pang, Qingming Huang, Wen Gao:
Fusing cross-media for topic detection by dense keyword groups. Neurocomputing 169: 169-179 (2015) - [j11]Chunjie Zhang, Jian Cheng, Yifan Zhang, Jing Liu, Chao Liang, Junbiao Pang, Qingming Huang, Qi Tian:
Image classification using boosted local features with random orientation and location selection. Inf. Sci. 310: 118-129 (2015) - [j10]Junbiao Pang, Lei Qin, Chunjie Zhang, Weigang Zhang, Qingming Huang, Baocai Yin:
Local Laplacian Coding From Theoretical Analysis of Local Coding Schemes for Locally Linear Classification. IEEE Trans. Cybern. 45(12): 2937-2947 (2015) - [j9]Chunjie Zhang, Jian Cheng, Jing Liu, Junbiao Pang, Qingming Huang, Qi Tian:
Beyond Explicit Codebook Generation: Visual Representation Using Implicitly Transferred Codebooks. IEEE Trans. Image Process. 24(12): 5777-5788 (2015) - [j8]Junbiao Pang, Fei Jia, Chunjie Zhang, Weigang Zhang, Qingming Huang, Baocai Yin:
Unsupervised Web Topic Detection Using A Ranked Clustering-Like Pattern Across Similarity Cascades. IEEE Trans. Multim. 17(6): 843-853 (2015) - 2014
- [j7]Chunjie Zhang, Jing Liu, Chao Liang, Zhe Xue, Junbiao Pang, Qingming Huang:
Image classification by non-negative sparse coding, correlation constrained low-rank and sparse decomposition. Comput. Vis. Image Underst. 123: 14-22 (2014) - [j6]Zhe Xue, Guorong Li, Weigang Zhang, Junbiao Pang, Qingming Huang:
Topic detection in cross-media: a semi-supervised co-clustering approach. Int. J. Multim. Inf. Retr. 3(3): 193-205 (2014) - [j5]Chunjie Zhang, Jian Cheng, Jing Liu, Junbiao Pang, Chao Liang, Qingming Huang, Qi Tian:
Object categorization in sub-semantic space. Neurocomputing 142: 248-255 (2014) - [j4]Chunjie Zhang, Xian Xiao, Junbiao Pang, Chao Liang, Yifan Zhang, Qingming Huang:
Beyond visual word ambiguity: Weighted local feature encoding with governing region. J. Vis. Commun. Image Represent. 25(6): 1387-1398 (2014) - [j3]Chunjie Zhang, Chao Liang, Junbiao Pang, Yifan Zhang, Jing Liu, Lei Qin, Qingming Huang:
Undoing the codebook bias by linear transformation with sparsity and F-norm constraints for image classification. Pattern Recognit. Lett. 45: 197-204 (2014) - [c13]Hongwei Hu, Bo Ma, Tao Xu, Junbiao Pang:
Nonlinear learning using LCC for online visual tracking. ICME 2014: 1-6 - [c12]Fei Jia, Junbiao Pang, Weigang Zhang, Guorong Li, Chunjie Zhang, Qingming Huang, Yugui Liu:
Web topic detection using a ranked clustering-like pattern across similarity cascades. ICME 2014: 1-6 - 2013
- [c11]Junbiao Pang, Qingming Huang, Baocai Yin, Lei Qin, Dan Wang:
Stochastic boosting for large-scale image classification. ICIP 2013: 3274-3277 - [c10]Chunjie Zhang, Yifan Zhang, Shuhui Wang, Junbiao Pang, Chao Liang, Qingming Huang, Qi Tian:
Undo the codebook bias by linear transformation for visual applications. ACM Multimedia 2013: 533-536 - [c9]Guorong Li, Weigang Zhang, Junbiao Pang, Qingming Huang, Shuqiang Jiang:
Online Web-Video Topic Detection and Tracking with Semi-supervised Learning. PCM 2013: 750-759 - 2012
- [j2]Guorong Li, Qingming Huang, Junbiao Pang, Shuqiang Jiang, Lei Qin:
Online selection of the best k-feature subset for object tracking. J. Vis. Commun. Image Represent. 23(2): 254-263 (2012) - [c8]Lei Qin, Zhongwei Cheng, Qingming Huang, Junbiao Pang:
Interactive event detection in crowd scenes. ICIMCS 2012: 46-49 - [c7]Junbiao Pang, Qingming Huang, Baocai Yin, Lei Qin, Dan Wang:
Theoretical analysis of learning local anchors for classification. ICPR 2012: 1803-1806 - [c6]Qingyuan Wang, Junbiao Pang, Guoyi Liu, Lei Qin, Qingming Huang, Shuqiang Jiang:
Color Maximal-Dissimilarity Pattern for pedestrian detection. ICPR 2012: 1952-1955 - 2011
- [j1]Junbiao Pang, Qingming Huang, Shuicheng Yan, Shuqiang Jiang, Lei Qin:
Transferring Boosted Detectors Towards Viewpoint and Scene Adaptiveness. IEEE Trans. Image Process. 20(5): 1388-1400 (2011) - [c5]Guorong Li, Lei Qin, Qingming Huang, Junbiao Pang, Shuqiang Jiang:
Treat samples differently: Object tracking with semi-supervised online CovBoost. ICCV 2011: 627-634
2000 – 2009
- 2009
- [c4]Junbiao Pang, Qingming Huang, Shuqiang Jiang, Zhipeng Wu:
Transfer pedestrian detector towards view-adaptiveness and efficiency. ICCV Workshops 2009: 609-616 - 2008
- [c3]Junbiao Pang, Qingming Huang, Shuqiang Jiang:
Multiple Instance Boost Using Graph Embedding Based Decision Stump for Pedestrian Detection. ECCV (4) 2008: 541-552 - [c2]Junbiao Pang, Qingming Huang, Shuqiang Jiang, Wen Gao:
Pedestrian detection via logistic multiple instance boosting. ICIP 2008: 1464-1467 - 2007
- [c1]Junbiao Pang, Laiyun Qing, Qingming Huang, Shuqiang Jiang, Wen Gao:
Monocular Tracking 3D People By Gaussian Process Spatio-Temporal Variable Model. ICIP (5) 2007: 41-44
Coauthor Index
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