Guangcan Liu
Orcid: 0000-0002-9428-4387Affiliations:
- Nanjing University of Information Science & Technology, School of Information and Control
- National University of Singapore, Electrical and Computer Engineering
According to our database1,
Guangcan Liu
authored at least 110 papers
between 2005 and 2024.
Collaborative distances:
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Bibliography
2024
Extraordinarily Time- and Memory-Efficient Large-Scale Canonical Correlation Analysis in Fourier Domain: From Shallow to Deep.
IEEE Trans. Neural Networks Learn. Syst., October, 2024
Decoupled spatio-temporal grouping transformer for skeleton-based action recognition.
Vis. Comput., August, 2024
Vis. Comput., January, 2024
CTCFNet: CNN-Transformer Complementary and Fusion Network for High-Resolution Remote Sensing Image Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2024
Proceedings of the Computer Vision - ECCV 2024, 2024
2023
Neural Process. Lett., December, 2023
Vis. Comput., September, 2023
Vis. Comput., April, 2023
Optimization Induced Equilibrium Networks: An Explicit Optimization Perspective for Understanding Equilibrium Models.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023
IEEE Trans. Inf. Theory, 2023
Multilevel Spatial-Temporal Excited Graph Network for Skeleton-Based Action Recognition.
IEEE Trans. Image Process., 2023
Sequential Order-Aware Coding-Based Robust Subspace Clustering for Human Action Recognition in Untrimmed Videos.
IEEE Trans. Image Process., 2023
Modeling the Relative Visual Tempo for Self-supervised Skeleton-based Action Recognition.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
2022
IEEE Trans. Inf. Theory, 2022
Predicting Tropical Cyclogenesis Using a Deep Learning Method From Gridded Satellite and ERA5 Reanalysis Data in the Western North Pacific Basin.
IEEE Trans. Geosci. Remote. Sens., 2022
Self-Supervised Video Representation Learning Using Improved Instance-Wise Contrastive Learning and Deep Clustering.
IEEE Trans. Circuits Syst. Video Technol., 2022
2021
DLRF-Net: A Progressive Deep Latent Low-Rank Fusion Network for Hierarchical Subspace Discovery.
ACM Trans. Multim. Comput. Commun. Appl., 2021
ACM Trans. Multim. Comput. Commun. Appl., 2021
Twin-Incoherent Self-Expressive Locality-Adaptive Latent Dictionary Pair Learning for Classification.
IEEE Trans. Neural Networks Learn. Syst., 2021
Flexible Auto-Weighted Local-Coordinate Concept Factorization: A Robust Framework for Unsupervised Clustering.
IEEE Trans. Knowl. Data Eng., 2021
ACM Trans. Intell. Syst. Technol., 2021
ACM Trans. Intell. Syst. Technol., 2021
IEEE Trans. Pattern Anal. Mach. Intell., 2021
Tensor LISTA: Differentiable sparse representation learning for multi-dimensional tensor.
Neurocomputing, 2021
2020
Joint Label Prediction Based Semi-Supervised Adaptive Concept Factorization for Robust Data Representation.
IEEE Trans. Knowl. Data Eng., 2020
Learning Hybrid Representation by Robust Dictionary Learning in Factorized Compressed Space.
IEEE Trans. Image Process., 2020
IEEE Signal Process. Lett., 2020
Learning image compressed sensing with sub-pixel convolutional generative adversarial network.
Pattern Recognit., 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
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
2019
World Wide Web, 2019
IEEE Trans. Knowl. Data Eng., 2019
IEEE Trans. Big Data, 2019
Pattern Recognit., 2019
Robust auto-weighted projective low-rank and sparse recovery for visual representation.
Neural Networks, 2019
Neurocomputing, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Learning Structured Twin-Incoherent Twin-Projective Latent Dictionary Pairs for Classification.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019
Robust Unsupervised Flexible Auto-weighted Local-coordinate Concept Factorization for Image Clustering.
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
Vis. Comput., 2018
Signal Process., 2018
Spatio-temporal convolutional features with nested LSTM for facial expression recognition.
Neurocomputing, 2018
Multi-component group sparse RPCA model for motion object detection under complex dynamic background.
Neurocomputing, 2018
Proceedings of the IEEE Visual Communications and Image Processing, 2018
Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018
Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Listen, Think and Listen Again: Capturing Top-down Auditory Attention for Speaker-independent Speech Separation.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Robust Discriminative Projective Dictionary Pair Learning by Adaptive Representations.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Modeling Attention and Memory for Auditory Selection in a Cocktail Party Environment.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
IEEE Trans. Image Process., 2017
Hypergraph Embedding for Spatial-Spectral Joint Feature Extraction in Hyperspectral Images.
Remote. Sens., 2017
IEEE Trans. Pattern Anal. Mach. Intell., 2017
Detection of Moving Object in Dynamic Background Using Gaussian Max-Pooling and Segmentation Constrained RPCA.
CoRR, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
2016
IEEE Trans. Signal Process., 2016
ACM Trans. Intell. Syst. Technol., 2016
Learning Additive Exponential Family Graphical Models via \ell_{2, 1}-norm Regularized M-Estimation.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016
2015
Vis. Comput., 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
2014
Unified Structured Learning for Simultaneous Human Pose Estimation and Garment Attribute Classification.
IEEE Trans. Image Process., 2014
IEEE Trans. Image Process., 2014
CoRR, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the Computer Vision - ACCV 2014, 2014
Proceedings of the Low-Rank and Sparse Modeling for Visual Analysis, 2014
Proceedings of the Low-Rank and Sparse Modeling for Visual Analysis, 2014
2013
IEEE Trans. Image Process., 2013
IEEE Trans. Circuits Syst. Video Technol., 2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
2012
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
Street-to-shop: Cross-scenario clothing retrieval via parts alignment and auxiliary set.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
2010
IEEE Trans. Pattern Anal. Mach. Intell., 2010
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010
2009
IEEE Trans. Image Process., 2009
2005
Proceedings of the Proceedings, 2005