Richard Y. D. Xu
This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.
Bibliography
2024
TsCA: On the Semantic Consistency Alignment via Conditional Transport for Compositional Zero-Shot Learning.
CoRR, 2024
2023
Pattern Recognit. Lett., May, 2023
Pattern Recognit. Lett., January, 2023
Analyzing Deep PAC-Bayesian Learning with Neural Tangent Kernel: Convergence, Analytic Generalization Bound, and Efficient Hyperparameter Selection.
Trans. Mach. Learn. Res., 2023
KERMIT: Knowledge Graph Completion of Enhanced Relation Modeling with Inverse Transformation.
CoRR, 2023
A variational autoencoder-based nonnegative matrix factorisation model for deep dictionary learning.
CoRR, 2023
Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Environment-Robust Device-Free Human Activity Recognition With Channel-State-Information Enhancement and One-Shot Learning.
IEEE Trans. Mob. Comput., 2022
IEEE Trans. Knowl. Data Eng., 2022
A Combined mmWave Tracking and Classification Framework Using a Camera for Labeling and Supervised Learning.
Sensors, 2022
Task adaptive siamese neural networks for open-set recognition of encrypted network traffic with bidirectional dropout.
Pattern Recognit. Lett., 2022
Bayesian data assimilation for estimating instantaneous reproduction numbers during epidemics: Applications to COVID-19.
PLoS Comput. Biol., 2022
Intell. Syst. Account. Finance Manag., 2022
Environment-Robust WiFi-Based Human Activity Recognition Using Enhanced CSI and Deep Learning.
IEEE Internet Things J., 2022
Neurocomputing, 2022
Efficient Stein Variational Inference for Reliable Distribution-lossless Network Pruning.
CoRR, 2022
Demystify Self-Attention in Vision Transformers from a Semantic Perspective: Analysis and Application.
CoRR, 2022
Demystify Optimization and Generalization of Over-parameterized PAC-Bayesian Learning.
CoRR, 2022
From traffic classes to content: A hierarchical approach for encrypted traffic classification.
Comput. Networks, 2022
A novel zone-based machine learning approach for the prediction of the performance of industrial flares.
Comput. Chem. Eng., 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the 29th International Conference on Computational Linguistics, 2022
2021
IEEE Trans. Neural Networks Learn. Syst., 2021
Pattern Recognit. Lett., 2021
Gaussian process latent variable model factorization for context-aware recommender systems.
Pattern Recognit. Lett., 2021
CoRR, 2021
Regularize! Don't Mix: Multi-Agent Reinforcement Learning without Explicit Centralized Structures.
CoRR, 2021
Wide Graph Neural Networks: Aggregation Provably Leads to Exponentially Trainability Loss.
CoRR, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Resolution-Invariant Person Reid Based On Feature Transformation And Self-Weighted Attention.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021
Proceedings of the Asian Conference on Machine Learning, 2021
Capturing Uncertainty in Unsupervised GPS Trajectory Segmentation Using Bayesian Deep Learning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Trans. Signal Process., 2020
Signal Process., 2020
Pattern Recognit., 2020
Brain Modeling ToolKit: An open source software suite for multiscale modeling of brain circuits.
PLoS Comput. Biol., 2020
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Proceedings of the Modeling Decisions for Artificial Intelligence, 2020
Gaussian Mixture Model based Convolutional Sparse Coding for Radar Heartbeat Detection.
Proceedings of the 14th International Conference on Signal Processing and Communication Systems, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the Neural Information Processing - 27th International Conference, 2020
Illumination Adaptive Person Reid Based on Teacher-Student Model and Adversarial Training.
Proceedings of the IEEE International Conference on Image Processing, 2020
WiFi-Based Activity Recognition using Activity Filter and Enhanced Correlation with Deep Learning.
Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020
Towards Environment-independent Human Activity Recognition using Deep Learning and Enhanced CSI.
Proceedings of the IEEE Global Communications Conference, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Mean Field Theory for Deep Dropout Networks: Digging up Gradient Backpropagation Deeply.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Guest Editorial Special Issue on Intelligent Control Through Neural Learning and Optimization for Human-Machine Hybrid Systems.
IEEE Trans. Neural Networks Learn. Syst., 2019
IEEE Trans. Knowl. Data Eng., 2019
Image Denoising Based on Nonlocal Bayesian Singular Value Thresholding and Stein's Unbiased Risk Estimator.
IEEE Trans. Image Process., 2019
Robust Kernelized Bayesian Matrix Factorization for Video Background/Foreground Separation.
Proceedings of the Machine Learning, Optimization, and Data Science, 2019
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019
Deep Learning Networks for Human Activity Recognition with CSI Correlation Feature Extraction.
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Proceedings of The 11th Asian Conference on Machine Learning, 2019
Proceedings of The 11th Asian Conference on Machine Learning, 2019
2018
Doubly Nonparametric Sparse Nonnegative Matrix Factorization Based on Dependent Indian Buffet Processes.
IEEE Trans. Neural Networks Learn. Syst., 2018
AdOn HDP-HMM: An Adaptive Online Model for Segmentation and Classification of Sequential Data.
IEEE Trans. Neural Networks Learn. Syst., 2018
Frontiers Comput. Sci., 2018
Graph. Model., 2018
A novel spatial pooling method for 3D mesh quality assessment based on percentile weighting strategy.
Comput. Graph., 2018
A Nuclear Norm Based Matrix Regression Based Projections Method for Feature Extraction.
IEEE Access, 2018
Proceedings of the 17th IEEE International Symposium on Network Computing and Applications, 2018
Human Activity Recognition Using Deep Learning Networks with Enhanced Channel State Information.
Proceedings of the IEEE Globecom Workshops, 2018
2017
IEEE Trans. Knowl. Data Eng., 2017
IEEE Trans. Image Process., 2017
Learning Nonparametric Relational Models by Conjugately Incorporating Node Information in a Network.
IEEE Trans. Cybern., 2017
Multim. Tools Appl., 2017
Knowl. Based Syst., 2017
CoRR, 2017
Concurr. Comput. Pract. Exp., 2017
2016
ACM Trans. Knowl. Discov. Data, 2016
Neurocomputing, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
IEEE Trans. Neural Networks Learn. Syst., 2015
IEEE Trans. Knowl. Data Eng., 2015
Pattern Recognit., 2015
CoRR, 2015
Proceedings of the MultiMedia Modeling - 21st International Conference, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015
2014
An Infinite Adaptive Online Learning Model for Segmentation and Classification of Streaming Data.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
A Non-parametric Conditional Factor Regression Model for Multi-Dimensional Input and Response.
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014
2013
IEEE Signal Process. Lett., 2013
Learning Hidden Structures with Relational Models by Adequately Involving Rich Information in A Network.
CoRR, 2013
CoRR, 2013
A non-parametric conditional factor regression model for high-dimensional input and response.
CoRR, 2013
2012
An online HDP-HMM for joint action segmentation and classification in motion capture data.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012
2011
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011
A discriminative prototype selection approach for graph embedding in human action recognition.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011
2010
IEEE Trans. Image Process., 2010
An iterative approach for fitting multiple connected ellipse structure to silhouette.
Pattern Recognit. Lett., 2010
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010
2009
Multiple curvature based approach to human upper body parts detection with connected ellipse model fine-tuning.
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the Australasian Conference on Information Systems, 2009
Rationale, Design and Implementation of a Computer Vision-Based Interactive E-Learning System.
Proceedings of the Methods and Applications for Advancing Distance Education Technologies, 2009
2008
Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Novel methods for high-resolution facial image capture using calibrated PTZ and static cameras.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008
2007
J. Multim., 2007
Rationale, Design and Implementation of a Computer Vision-Based Interactive E-Learning System.
Int. J. Distance Educ. Technol., 2007
Proceedings of the AI 2007: Advances in Artificial Intelligence, 2007
2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the Advances in Intelligent IT, 2006
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006
2005
Dependence Testing and Vectorization of Multimedia Agents.
Proceedings of The 2005 International Conference on Computer Vision, 2005
Framework for Script Based Virtual Directing and Multimedia Authoring in Live Video Streaming.
Proceedings of the 11th International Conference on Multi Media Modeling (MMM 2005), 2005
Proceedings of the Parallel and Distributed Processing and Applications, 2005
Stream-Based Interactive Video Language Authoring Using Correlated Audiovisual Watermarking.
Proceedings of the Third International Conference on Information Technology and Applications (ICITA 2005), 2005
Proceedings of the Third International Conference on Information Technology and Applications (ICITA 2005), 2005
Framework for Multimedia Lecture System using Real-Time Video Object Event Detection and Scripting.
Proceedings of the Internet and Multimedia Systems and Applications, 2005
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2005
2003
Proceedings of the Visual Information Processing 2003, 2003
Proceedings of the Visual Information Processing 2003, 2003
2002
Proceedings of the Visualisation 2002, 2002