Junbiao Pang
Orcid: 0000-0001-8153-7229
According to our database1,
Junbiao Pang
authored at least 60 papers
between 2007 and 2025.
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Bibliography
2025
Towards scalable topic detection on web via simulating Lévy walks nature of topics in similarity space.
Inf. Sci., 2025
Bundle fragments into a whole: Mining more complete clusters via submodular selection of interesting webpages for web topic detection.
Expert Syst. Appl., 2025
2024
IEEE Trans. Intell. Transp. Syst., December, 2024
Unsupervised Abnormal Stop Detection for Long Distance Coaches with Low-Frequency GPS.
CoRR, 2024
Modeling the Popularity of Events on Web by Sparsity and Mutual-Excitation Guided Graph Neural Network.
CoRR, 2024
Decorrelating Structure via Adapters Makes Ensemble Learning Practical for Semi-supervised Learning.
CoRR, 2024
CoRR, 2024
CoRR, 2024
CoRR, 2024
CoRR, 2024
A Channel-ensemble Approach: Unbiased and Low-variance Pseudo-labels is Critical for Semi-supervised Classification.
CoRR, 2024
Effective Gradient Sample Size via Variation Estimation for Accelerating Sharpness aware Minimization.
CoRR, 2024
Push Quantization-Aware Training Toward Full Precision Performances via Consistency Regularization.
CoRR, 2024
Proceedings of the 2024 2nd Asia Conference on Computer Vision, 2024
Proceedings of the 2024 2nd Asia Conference on Computer Vision, 2024
2023
Generating Unbiased Pseudo-labels via a Theoretically Guaranteed Chebyshev Constraint to Unify Semi-supervised Classification and Regression.
CoRR, 2023
Modeling the Uncertainty with Maximum Discrepant Students for Semi-supervised 2D Pose Estimation.
CoRR, 2023
2021
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
2020
Proceedings of the ICMSSP 2020: 5th International Conference on Multimedia Systems and Signal Processing, 2020
2019
Two Birds With One Stone: A Coupled Poisson Deconvolution for Detecting and Describing Topics From Multimodal Web Data.
IEEE Trans. Neural Networks Learn. Syst., 2019
Learning to Predict Bus Arrival Time From Heterogeneous Measurements via Recurrent Neural Network.
IEEE Trans. Intell. Transp. Syst., 2019
Increasing Interpretation of Web Topic Detection via Prototype Learning From Sparse Poisson Deconvolution.
IEEE Trans. Cybern., 2019
Accelerating Topic Detection on Web for a Large-Scale Data Set via Stochastic Poisson Deconvolution.
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019
Proceedings of the MMAsia '19: ACM Multimedia Asia, Beijing, China, December 16-18, 2019, 2019
2018
Discovering Fine-Grained Spatial Pattern From Taxi Trips: Where Point Process Meets Matrix Decomposition and Factorization.
IEEE Trans. Intell. Transp. Syst., 2018
A two-step approach to describing web topics via probable keywords and prototype images from background-removed similarities.
Neurocomputing, 2018
2017
Justify role of Similarity Diffusion Process in cross-media topic ranking: an empirical evaluation.
Multim. Tools Appl., 2017
Rotative maximal pattern: A local coloring descriptor for object classification and recognition.
Inf. Sci., 2017
2016
IEEE Trans. Multim., 2016
Multim. Syst., 2016
Robust latent poisson deconvolution from multiple imperfect features for web topic detection.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016
Accelerate convolutional neural networks for binary classification via cascading cost-sensitive feature.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
2015
Unsupervised Web Topic Detection Using A Ranked Clustering-Like Pattern Across Similarity Cascades.
IEEE Trans. Multim., 2015
Beyond Explicit Codebook Generation: Visual Representation Using Implicitly Transferred Codebooks.
IEEE Trans. Image Process., 2015
Local Laplacian Coding From Theoretical Analysis of Local Coding Schemes for Locally Linear Classification.
IEEE Trans. Cybern., 2015
Image classification using boosted local features with random orientation and location selection.
Inf. Sci., 2015
Online dictionary learning for Local Coordinate Coding with Locality Coding Adaptors.
Neurocomputing, 2015
Neurocomputing, 2015
2014
Undoing the codebook bias by linear transformation with sparsity and F-norm constraints for image classification.
Pattern Recognit. Lett., 2014
J. Vis. Commun. Image Represent., 2014
Int. J. Multim. Inf. Retr., 2014
Image classification by non-negative sparse coding, correlation constrained low-rank and sparse decomposition.
Comput. Vis. Image Underst., 2014
Web topic detection using a ranked clustering-like pattern across similarity cascades.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014
2013
Proceedings of the ACM Multimedia Conference, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
2012
J. Vis. Commun. Image Represent., 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service, 2012
2011
IEEE Trans. Image Process., 2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
2009
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009
2008
Proceedings of the International Conference on Image Processing, 2008
Multiple Instance Boost Using Graph Embedding Based Decision Stump for Pedestrian Detection.
Proceedings of the Computer Vision, 2008
2007
Proceedings of the International Conference on Image Processing, 2007