Zhanyu Ma

Sunwoo Kim

Pascual Martínez-Gómez

Yi-Zhe Song

Huiji Gao

IEEE Access, 2020

Global Context Enhanced Multi-modal Fusion for Referring Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision, Third Chinese Conference, 2020

Dual-attention Guided Dropblock Module for Weakly Supervised Object Localization.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

CC-Loss: Channel Correlation Loss for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

IU-Module: Intersection and Union Module for Fine-Grained Visual Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

GINet: Graph Interaction Network for Scene Parsing.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Fine-Grained Visual Classification via Progressive Multi-granularity Training of Jigsaw Patches.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Speaker Verification System Based on Deformable CNN and Time-Frequency Attention.

[BibT_eX]

[DOI]

Yiming Zhang

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2020

Anti-Noise Relation Network for Few-shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2020

Adaptive Multi-prototype Relation Network.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2020

2019

Knowledge-Driven Service Offloading Decision for Vehicular Edge Computing: A Deep Reinforcement Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

Short Utterance Based Speech Language Identification in Intelligent Vehicles With Time-Scale Modifications and Deep Bottleneck Features.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

Fine-Grained Vehicle Classification With Channel Max Pooling Modified CNNs.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

Dual Cross-Entropy Loss for Small-Sample Fine-Grained Vehicle Classification.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

Variational Bayesian Learning for Dirichlet Process Mixture of Inverted Dirichlet Distributions in Non-Gaussian Image Feature Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

Image-text dual neural network with decision strategy for small-sample image classification.

[BibT_eX]

[DOI]

Neurocomputing, 2019

Channel Max Pooling Layer for Fine-Grained Vehicle Classification.

[BibT_eX]

[DOI]

Dongliang Chang

Xiaoxu Li

CoRR, 2019

On the Convergence of Extended Variational Inference for Non-Gaussian Statistical Models.

[BibT_eX]

[DOI]

CoRR, 2019

Vehicular Edge Computing via Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Qi Qi

CoRR, 2019

Shoe-Print Image Retrieval With Multi-Part Weighted CNN.

[BibT_eX]

[DOI]

IEEE Access, 2019

FICAL: Focal Inter-Class Angular Loss for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Competing Ratio Loss for Multi-class image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Visual Communications and Image Processing, 2019

Soft Dropout And Its Variational Bayes Approximation.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

Channel Max Pooling for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Intelligence Science and Big Data Engineering. Visual Data Engineering, 2019

Deep Zero-Shot Learning for Scene Sketch.

[BibT_eX]

[DOI]

Yao Xie

Peng Xu

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Channel-Wise and Feature-Points Reweights Densenet for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Small-Sample Image Classification Method of Combining Prototype and Margin Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

Mixed Attention Mechanism for Small-Sample Fine-grained Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

A Loss With Mixed Penalty for Speech Enhancement Generative Adversarial Network.

[BibT_eX]

[DOI]

Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

Dynamic Attention Loss for Small-Sample Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

2018

A Survey on Machine Learning-Based Mobile Big Data Analysis: Challenges and Applications.

[BibT_eX]

[DOI]

Wirel. Commun. Mob. Comput., 2018

Spoofing Detection in Automatic Speaker Verification Systems Using DNN Classifiers and Dynamic Acoustic Features.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Decorrelation of Neutral Vector Variables: Theory and Applications.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

LRID: A new metric of multi-class imbalance degree based on likelihood-ratio test.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2018

Cross-modal subspace learning for fine-grained sketch-based image retrieval.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Recent advances in machine learning for non-Gaussian data processing.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Corrigendum to "Supervised latent Dirichlet allocation with a mixture of sparse softmax" [Neurocomputing, volume 312, 27 October 2018, Pages 324-335].

[BibT_eX]

[DOI]

Neurocomputing, 2018

Supervised latent Dirichlet allocation with a mixture of sparse softmax.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Language Identification with Deep Bottleneck Features.

[BibT_eX]

[DOI]

CoRR, 2018

Impacts of Weather Conditions on District Heat System.

[BibT_eX]

[DOI]

Jiyang Xie

CoRR, 2018

Statistical Speech Model Description with VMF Mixture Model.

[BibT_eX]

[DOI]

CoRR, 2018

Histogram Transform-based Speaker Identification.

[BibT_eX]

[DOI]

CoRR, 2018

Dirichlet Mixture Model based VQ Performance Prediction for Line Spectral Frequency.

[BibT_eX]

[DOI]

CoRR, 2018

Classification of EEG Signal based on non-Gaussian Neutral Vector.

[BibT_eX]

[DOI]

CoRR, 2018

Mobile big data analysis with machine learning.

[BibT_eX]

[DOI]

CoRR, 2018

SEA: A Combined Model for Heat Demand Prediction.

[BibT_eX]

[DOI]

CoRR, 2018

Infinite Mixture of Inverted Dirichlet Distributions.

[BibT_eX]

[DOI]

Yuping Lai

CoRR, 2018

IEEE Access Special Section Editorial: Recent Advantages of Computer Vision.

[BibT_eX]

[DOI]

Haibin Ling

Yi-Zhe Song

Timothy M. Hospedales

Wei Jia

Yuxin Peng

Aili Han

IEEE Access, 2018

Clustering in wireless propagation channel with a statistics-based framework.

[BibT_eX]

[DOI]

Yupeng Li

Jianhua Zhang

Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Balson: Bayesian least squares Optimization with Nonnegative L1-norm Constraint.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

SketchMate: Deep Hashing for Million-Scale Human Sketch Retrieval.

[BibT_eX]

[DOI]

Timothy M. Hospedales

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

SSE: A New Selective Initialization Strategy for Snapshot Ensembling.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Cloud Computing and Intelligence Systems, 2018

2017

The Role of Data Analysis in the Development of Intelligent Energy Networks.

[BibT_eX]

[DOI]

IEEE Netw., 2017

Data scheme-based wireless channel modeling method: motivation, principle and performance.

[BibT_eX]

[DOI]

J. Commun. Inf. Networks, 2017

DNN Filter Bank Cepstral Coefficients for Spoofing Detection.

[BibT_eX]

[DOI]

CoRR, 2017

DNN Filter Bank Cepstral Coefficients for Spoofing Detection.

[BibT_eX]

[DOI]

IEEE Access, 2017

Adversarial Network Bottleneck Features for Noise Robust Speaker Verification.

[BibT_eX]

[DOI]

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

A PCA-based modeling method for wireless MIMO channel.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

Image-Text Dual Model for Small-Sample Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

2016

Mining Sequential Update Summarization with Hierarchical Text Analysis.

[BibT_eX]

[DOI]

Mob. Inf. Syst., 2016

A Comprehensive Review of Smart Energy Meters in Intelligent Energy Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2016

Feature selection for neutral vector in EEG signal classification.

[BibT_eX]

[DOI]

Neurocomputing, 2016

User location prediction with energy efficiency model in the Long Term-Evolution network.

[BibT_eX]

[DOI]

Int. J. Commun. Syst., 2016

Learning Deep Features for DNA Methylation Data Analysis.

[BibT_eX]

[DOI]

Zhongwei Si

IEEE Access, 2016

Text-Independent Speaker Identification Using the Histogram Transform Model.

[BibT_eX]

[DOI]

IEEE Access, 2016

Effect of multi-condition training and speech enhancement methods on spoofing detection.

[BibT_eX]

[DOI]

Dennis Alexander Lehmann Thomsen

Achintya Kumar Sarkar

Proceedings of the First International Workshop on Sensing, 2016

User intention understanding from scratch.

[BibT_eX]

[DOI]

Proceedings of the First International Workshop on Sensing, 2016

Cycled merging registration of point clouds for 3D human body modeling.

[BibT_eX]

[DOI]

Proceedings of the First International Workshop on Sensing, 2016

Oscillation Resolution for Massive Cell Phone Traffic Data.

[BibT_eX]

[DOI]

Proceedings of the First Workshop on Mobile Data, 2016

Activation force-based air pollution tracing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Network Infrastructure and Digital Content, 2016

Cross-modal subspace learning for sketch-based image retrieval: A comparative study.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Network Infrastructure and Digital Content, 2016

Instance-Level Coupled Subspace Learning for Fine-Grained Sketch-Based Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Detecting formula based on Stroke Width Transform for online Chinese examination question retrieval.

[BibT_eX]

[DOI]

Proceedings of the Digital Media Industry & Academic Forum, 2016

2015

Line spectral frequencies modeling by a mixture of von Mises-Fisher distributions.

[BibT_eX]

[DOI]

Signal Process., 2015

Variational Bayesian Matrix Factorization for Bounded Support Data.

[BibT_eX]

[DOI]

Andrew E. Teschendorff

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Mining activation force defined dependency patterns for relation extraction.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2015

Construction of semantic bootstrapping models for relation extraction.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2015

Probabilistic Multiview Depth Image Enhancement Using Variational Inference.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2015

Multi-label learning with prior knowledge for facial expression analysis.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Activation Force-based Air Pollution Observation Station Clustering.

[BibT_eX]

[DOI]

EAI Endorsed Trans. Wirel. Spectr., 2015

Generating Realistic Labelled, Weighted Random Graphs.

[BibT_eX]

[DOI]

Michael Charles Davis

Algorithms, 2015

A multi-level system for sequential update summarization.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Heterogeneous Networking for Quality, 2015

Binary pattern flavored feature extractors for Facial Expression Recognition: An overview.

[BibT_eX]

[DOI]

Rasmus Lyngby Kristensen

Proceedings of the 38th International Convention on Information and Communication Technology, 2015

2014

Predictive Distribution of the Dirichlet Mixture Model by Local Variational Inference.

[BibT_eX]

[DOI]

J. Signal Process. Syst., 2014

Dirichlet mixture modeling to estimate an empirical lower bound for LSF quantization.

[BibT_eX]

[DOI]

Signal Process., 2014

Bayesian estimation of Dirichlet mixture model with variational inference.

[BibT_eX]

[DOI]

Pattern Recognit., 2014

Bayesian Estimation of the von-Mises Fisher Mixture Model with Variational Inference.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2014

Supervoxels for human and clothes in RGB-D image.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Wireless Communications, 2014

Nonlinear estimation of missing ΔLSF parameters by a mixture of Dirichlet distributions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Histogram transform model using MFCC features for text-independent speaker identification.

[BibT_eX]

[DOI]

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013

A Cross-Domain Recommendation Model for Cyber-Physical Systems.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput., 2013

Vector quantization of LSF parameters with a mixture of dirichlet distributions.

[BibT_eX]

[DOI]

W. Bastiaan Kleijn

IEEE Trans. Speech Audio Process., 2013

A variational Bayes beta Mixture Model for Feature Selection in DNA methylation Studies.

[BibT_eX]

[DOI]

Andrew E. Teschendorff

J. Bioinform. Comput. Biol., 2013

On von-mises fisher mixture model in text-independent speaker identification.

[BibT_eX]

[DOI]

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Multiview depth map enhancement by variational bayes inference estimation of Dirichlet mixture models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

EEG signal classification with super-Dirichlet mixture model.

[BibT_eX]

[DOI]

Swati Prasad

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

A model-based collaborative filtering method for bounded support data.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Conference on Network Infrastructure and Digital Content, 2012

Bayesian estimation of the Dirichlet distribution with expectation propagation.

[BibT_eX]

[DOI]

Proceedings of the 20th European Signal Processing Conference, 2012

2011

Non-Gaussian Statistical Modelsand Their Applications.

[BibT_eX]

[DOI]

PhD thesis, 2011

Bayesian Estimation of Beta Mixture Models with Variational Inference.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Approximating the predictive distribution of the beta distribution with the local variational method.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Super-Dirichlet Mixture Models Using Differential Line Spectral Frequencies for Text-Independent Speaker Identification.

[BibT_eX]

[DOI]

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

2010

PDF-optimized LSF vector quantization based on beta mixture models.

[BibT_eX]

[DOI]

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Modelling speech line spectral frequencies with dirichlet mixture models.

[BibT_eX]

[DOI]

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Expectation propagation for estimating the parameters of the beta distribution.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Human skin color detection in RGB space with Bayesian estimation of beta mixture models.

[BibT_eX]

[DOI]

Proceedings of the 18th European Signal Processing Conference, 2010

2009

Human audio-visual consonant recognition analyzed with three bimodal integration models.

[BibT_eX]

[DOI]

Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

Beta mixture models and the application to image classification.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2009

2008

A probabilistic principal component analysis based hidden Markov model for audio-visual speech recognition.

[BibT_eX]

[DOI]