Guoqiang Zhong

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Self-Prompt Mechanism for Few-Shot Image Recognition.

[BibT_eX]

[DOI]

Mingchen Song

Huiqiang Wang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Quantum recurrent neural networks for sequential learning.

[BibT_eX]

[DOI]

Neural Networks, September, 2023

Self-supervised generative learning for sequential data prediction.

[BibT_eX]

[DOI]

Appl. Intell., September, 2023

DLW-NAS: Differentiable Light-Weight Neural Architecture Search.

[BibT_eX]

[DOI]

Cogn. Comput., March, 2023

Ocean Front Detection With Bi-Directional Progressive Fusion Attention Network.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2023

Lightweight network learning with Zero-Shot Neural Architecture Search for UAV images.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2023

Recurrent attention unit: A new gated recurrent unit for long-term memory of important parts in sequential data.

[BibT_eX]

[DOI]

Neurocomputing, 2023

Hybrid quantum-classical convolutional neural network for phytoplankton classification.

[BibT_eX]

[DOI]

CoRR, 2023

Relational Fisher Analysis: Dimensionality Reduction in Relational Data with Global Convergence.

[BibT_eX]

[DOI]

Algorithms, 2023

Deep Error-Correcting Output Codes.

[BibT_eX]

[DOI]

Algorithms, 2023

LGI-GT: Graph Transformers with Local and Global Operators Interleaving.

[BibT_eX]

[DOI]

Shuo Yin

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

Random Shapley Forests: Cooperative Game-Based Random Forests With Consistency.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Adaptive Gabor convolutional networks.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Face image-sketch synthesis via generative adversarial fusion.

[BibT_eX]

[DOI]

Neural Networks, 2022

Weak Edge Identification Network for Ocean Front Detection.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

FFNet: Feature Fusion Network for Few-shot Semantic Segmentation.

[BibT_eX]

[DOI]

Ya-Nan Wang

Xiangtao Tian

Cogn. Comput., 2022

Music-CRN: an Efficient Content-Based Music Classification and Recommendation Network.

[BibT_eX]

[DOI]

Cogn. Comput., 2022

Text Classification with Attention Gated Graph Neural Network.

[BibT_eX]

[DOI]

Cogn. Comput., 2022

Category Relevance Redirection Network for Few-Shot Classification.

[BibT_eX]

[DOI]

IEEE Access, 2022

SteelyGAN: Semantic Unsupervised Symbolic Music Genre Transfer.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

Deep Discriminative Hashing Networks on Point-wise Labels for Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Underwater Object Detection Using Restructured SSD.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022

2021

A review on the attention mechanism of deep learning.

[BibT_eX]

[DOI]

Zhaoyang Niu

Hui Yu

Neurocomputing, 2021

A Graph-based Semi-supervised Multi-label Learning Method Based on Label Correlation Consistency.

[BibT_eX]

[DOI]

Qin Zhang

Cogn. Comput., 2021

ML-CGAN: Conditional Generative Adversarial Network with a Meta-learner Structure for High-Quality Image Generation with Few Training Data.

[BibT_eX]

[DOI]

Cogn. Comput., 2021

Attention-Augmented Machine Memory.

[BibT_eX]

[DOI]

Cogn. Comput., 2021

Deep Architecture Compression with Automatic Clustering of Similar Neurons.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Differentiable Light-Weight Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

2020

Compressing Deep Networks by Neuron Agglomerative Clustering.

[BibT_eX]

[DOI]

Sensors, 2020

Generative adversarial networks with decoder-encoder output noises.

[BibT_eX]

[DOI]

Neural Networks, 2020

Generative adversarial networks with mixture of t-distributions noise for diverse image generation.

[BibT_eX]

[DOI]

Neural Networks, 2020

DNA computing inspired deep networks design.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Progressively Unfreezing Perceptual GAN.

[BibT_eX]

[DOI]

CoRR, 2020

Merging Similar Neurons for Deep Networks Compression.

[BibT_eX]

[DOI]

Cogn. Comput., 2020

Automatic Design of Deep Networks with Neural Blocks.

[BibT_eX]

[DOI]

Cogn. Comput., 2020

Neural CAPTCHA networks.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2020

Automatic DenseNet Sparsification.

[BibT_eX]

[DOI]

IEEE Access, 2020

MetaCGAN: A Novel GAN Model for Generating High Quality and Diversity Images with Few Training Data.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

EDNet: A Mesoscale Eddy Detection Network with Multi-Modal Data.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Feature Redirection Network for Few-Shot Classification.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

MCRN: A New Content-Based Music Classification and Recommendation Network.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

BEDNet: Bi-directional Edge Detection Network for Ocean Front Detection.

[BibT_eX]

[DOI]

Qingyang Li

Zhenlin Fan

Proceedings of the Neural Information Processing - 27th International Conference, 2020

A Feature Fusion Network for Multi-modal Mesoscale Eddy Detection.

[BibT_eX]

[DOI]

Zhenlin Fan

Haitao Li

Proceedings of the Neural Information Processing - 27th International Conference, 2020

2019

From shallow feature learning to deep learning: Benefits from the width and depth of deep architectures.

[BibT_eX]

[DOI]

Xiao Ling

Li-Na Wang

WIREs Data Mining Knowl. Discov., 2019

SymmetricNet: A mesoscale eddy detection method based on multivariate fusion data.

[BibT_eX]

[DOI]

Zhenlin Fan

CoRR, 2019

Weak Edge Identification Nets for Ocean Front Detection.

[BibT_eX]

[DOI]

Qingyang Li

Cui Xie

CoRR, 2019

Marginal Deep Architecture: Stacking Feature Learning Modules to Build Deep Learning Models.

[BibT_eX]

[DOI]

IEEE Access, 2019

Incremental Layers Resection: A Novel Method to Compress Neural Networks.

[BibT_eX]

[DOI]

IEEE Access, 2019

Enhanced LSTM with Batch Normalization.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 26th International Conference, 2019

AutoML for DenseNet Compression.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Recovering Super-Resolution Generative Adversarial Network for Underwater Images.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Learnable Gabor Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Long Short-Term Attention.

[BibT_eX]

[DOI]

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019

Attention Recurrent Neural Networks for Image-Based Sequence Text Recognition.

[BibT_eX]

[DOI]

Guohua Yue

Proceedings of the Pattern Recognition - 5th Asian Conference, 2019

2018

SLMOML: Online Metric Learning With Global Convergence.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2018

Banzhaf random forests: Cooperative game theory based random forests with consistency.

[BibT_eX]

[DOI]

Neural Networks, 2018

An anchor-based spectral clustering method.

[BibT_eX]

[DOI]

Qin Zhang

Frontiers Inf. Technol. Electron. Eng., 2018

Natural image illuminant estimation via deep non-negative matrix factorisation.

[BibT_eX]

[DOI]

Xiaopeng Liu

IET Image Process., 2018

Student's t-Generative Adversarial Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Structure Learning of Deep Neural Networks with Q-Learning.

[BibT_eX]

[DOI]

Wencong Jiao

Wei Gao

CoRR, 2018

Recurrent Attention Unit.

[BibT_eX]

[DOI]

Guohua Yue

Xiao Ling

CoRR, 2018

Long Short-Term Attention.

[BibT_eX]

[DOI]

Xin Lin

Kang Chen

CoRR, 2018

Structure Learning of Deep Networks via DNA Computing Algorithm.

[BibT_eX]

[DOI]

CoRR, 2018

Generative Adversarial Networks with Decoder-Encoder Output Noise.

[BibT_eX]

[DOI]

CoRR, 2018

Reducing and Stretching Deep Convolutional Activation Features for Accurate Image Classification.

[BibT_eX]

[DOI]

Cogn. Comput., 2018

Deep Gabor Scattering Network for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Stock Market Prediction Based on Generative Adversarial Network.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Identification, 2018

Merging Neurons for Structure Compression of Deep Networks.

[BibT_eX]

[DOI]

Hui Yao

Huiyu Zhou

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Convolutional Discriminant Analysis.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

MusicCNNs: A New Benchmark on Content-Based Music Recommendation.

[BibT_eX]

[DOI]

Haizhen Wang

Wencong Jiao

Proceedings of the Neural Information Processing - 25th International Conference, 2018

2017

Change Detection in SAR Images Based on Deep Semi-NMF and SVD Networks.

[BibT_eX]

[DOI]

Remote. Sens., 2017

Prediction of Sea Surface Temperature Using Long Short-Term Memory.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2017

Tandem hidden Markov models using deep belief networks for offline handwriting recognition.

[BibT_eX]

[DOI]

Partha Pratim Roy

Frontiers Inf. Technol. Electron. Eng., 2017

Random Multi-Graphs: A semi-supervised learning framework for classification of high dimensional data.

[BibT_eX]

[DOI]

Image Vis. Comput., 2017

Underwater image colour constancy based on DSNMF.

[BibT_eX]

[DOI]

IET Image Process., 2017

Cooperative Profit Random Forests With Application in Ocean Front Recognition.

[BibT_eX]

[DOI]

IEEE Access, 2017

Perception driven texture generation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Marginal Deep Architectures.

[BibT_eX]

[DOI]

Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2016

Improving short text classification by learning vector representations of both words and hidden topics.

[BibT_eX]

[DOI]

Heng Zhang

Knowl. Based Syst., 2016

An Overview on Data Representation Learning: From Traditional Feature Learning to Recent Deep Learning.

[BibT_eX]

[DOI]

Lina Wang

CoRR, 2016

Scalable large margin online metric learning.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Deep hashing learning networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Relational Fisher Analysis: A general framework for dimensionality reduction.

[BibT_eX]

[DOI]

Yaxin Shi

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Learning perceptual texture similarity and relative attributes from computational features.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

The Necessary and Sufficient Conditions for the Existence of the Optimal Solution of Trace Ratio Problems.

[BibT_eX]

[DOI]

Xiao Ling

Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

2015

Tensor representation learning based image patch analysis for text identification and recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

A Deep Hashing Learning Network.

[BibT_eX]

[DOI]

CoRR, 2015

Banzhaf Random Forests.

[BibT_eX]

[DOI]

CoRR, 2015

A PCA-Based Convolutional Network.

[BibT_eX]

[DOI]

CoRR, 2015

Is DeCAF Good Enough for Accurate Image Classification?

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Stretching deep architectures for text recognition.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

3D Texture Recognition for RGB-D Images.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 2015

Self-taught recovery of depth data.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015

2014

Large Margin Low Rank Tensor Analysis.

[BibT_eX]

[DOI]

Neural Comput., 2014

Visual Texture Perception with Feature Learning Models and Deep Architectures.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 6th Chinese Conference, 2014

Low-Rank Tensor Learning with Discriminant Analysis for Action Classification and Image Recovery.

[BibT_eX]

[DOI]

Chengcheng Jia

Yun Raymond Fu

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Low Rank Tensor Manifold Learning.

[BibT_eX]

[DOI]

Proceedings of the Low-Rank and Sparse Modeling for Visual Analysis, 2014

2013

Error-correcting output codes based ensemble feature extraction.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

Adaptive Error-Correcting Output Codes.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

An Empirical Evaluation of Supervised Dimensionality Reduction for Recognition.

[BibT_eX]

[DOI]

Youssouf Chherawala

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

2012

Joint learning of error-correcting output codes and dichotomizers from data.

[BibT_eX]

[DOI]

Kaizhu Huang

Neural Comput. Appl., 2012

Image patches analysis for text block identification.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Information Science, 2012

2011

Low Rank Metric Learning with Manifold Regularization.

[BibT_eX]

[DOI]

Kaizhu Huang

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

2010

Learning ECOC and Dichotomizers Jointly from Data.

[BibT_eX]

[DOI]

Kaizhu Huang