Chao Li

CoRR, 2023

Transformed Low-Rank Parameterization Can Help Robust Generalization for Tensor Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2023

Multi-level Contrastive Learning for Self-Supervised Vision Transformers.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Representation Disentanglement in Generative Models with Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

2022

Self-Supervised Nonlinear Transform-Based Tensor Nuclear Norm for Multi-Dimensional Image Recovery.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Hyperspectral super-resolution via coupled tensor ring factorization.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Non-Local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Tensor Neural Controlled Differential Equations.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Permutation Search of Tensor Network Structures via Local Sampling.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Rethinking Prototypical Contrastive Learning through Alignment, Uniformity and Correlation.

[BibT_eX]

[DOI]

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Are we pruning the correct channels in image-to-image translation models?

[BibT_eX]

[DOI]

Yiyong Li

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Low Tensor-Ring Rank Completion by Parallel Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Multi-distorted Image Restoration with Tensor 1 × 1 Convolutional Layer.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Hide Chopin in the Music: Efficient Information Steganography Via Random Shuffling.

[BibT_eX]

[DOI]

Qibin Zhao

Proceedings of the IEEE International Conference on Acoustics, 2021

Siamese Prototypical Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

On the Memory Mechanism of Tensor-Power Recurrent Models.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Tensor Communication Waveform Design With Semi-Blind Receiver in the MIMO System.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2020

Rank minimization on tensor ring: an efficient approach for tensor decomposition and completion.

[BibT_eX]

[DOI]

Mach. Learn., 2020

H-OWAN: Multi-distorted Image Restoration with Tensor 1x1 Convolution.

[BibT_eX]

[DOI]

CoRR, 2020

Evolutionary Topology Search for Tensor Network Decomposition.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

TPFN: Applying Outer Product Along Time to Multimodal Sentiment Analysis Fusion on Incomplete Data.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Robust Tensor Decomposition via Orientation Invariant Tubal Nuclear Norms.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Beyond Unfolding: Exact Recovery of Latent Convex Tensor Decomposition Under Reshuffling.

[BibT_eX]

[DOI]

Mohammad Emtiyaz Khan

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Tensor-Ring Nuclear Norm Minimization and Application for Visual Data Completion.

[BibT_eX]

[DOI]

CoRR, 2019

Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Tensor-ring Nuclear Norm Minimization and Application for Visual : Data Completion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Low-rank Embedding of Kernels in Convolutional Neural Networks under Random Shuffling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Guaranteed Matrix Completion Under Multiple Linear Transformations.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Non-Local Meets Global: An Integrated Paradigm for Hyperspectral Denoising.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

A Novel Framework for Wireless Digital Communication Signals via a Tensor Perspective.

[BibT_eX]

[DOI]

Wirel. Pers. Commun., 2018

Rank Minimization on Tensor Ring: A New Paradigm in Scalable Tensor Decomposition and Completion.

[BibT_eX]

[DOI]

CoRR, 2018

Low-Rank Tensor Decomposition via Multiple Reshaping and Reordering Operations.

[BibT_eX]

[DOI]

Mohammad Emtiyaz Khan

Shengli Xie

Qibin Zhao

CoRR, 2018

Generative Adversarial Positive-Unlabelled Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

Anomaly detection of spectrum in wireless communication via deep auto-encoders.

[BibT_eX]

[DOI]

J. Supercomput., 2017

Canonical Polyadic Decomposition With Auxiliary Information for Brain-Computer Interface.

[BibT_eX]

[DOI]

Junhua Li

Andrzej Cichocki

IEEE J. Biomed. Health Informatics, 2017

A generative adversarial framework for positive-unlabeled classification.

[BibT_eX]

[DOI]

CoRR, 2017

2016

Yet Another Schatten Norm for Tensor Recovery.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Generalized Multi-linear Mixed Effects Model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computer Science and Ubiquitous Computing, 2016

2015

Smooth PARAFAC Decomposition for Tensor Completion.

[BibT_eX]

[DOI]

CoRR, 2015

Multi-tensor Completion with Common Structures.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Canonical Polyadic Decomposition with Assistant Information for Brain Computer Interface.

[BibT_eX]

[DOI]

Junhua Li

Andrzej Cichocki

CoRR, 2014

Multi-tensor completion for estimating missing values in video data.

[BibT_eX]

[DOI]