Yipeng Liu

Orcid: 0000-0003-2084-8781

Affiliations:
  • University of Electronic Science and Technology of China, Chengdu, China


According to our database1, Yipeng Liu authored at least 128 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
O-Minus Decomposition for Multiview Tensor Subspace Clustering.
IEEE Trans. Artif. Intell., March, 2024

TS-RTPM-Net: Data-Driven Tensor Sketching for Efficient CP Decomposition.
IEEE Trans. Big Data, February, 2024

Multi-View MERA Subspace Clustering.
IEEE Trans. Multim., 2024

S^2MVTC: a Simple yet Efficient Scalable Multi-View Tensor Clustering.
CoRR, 2024

Deep unfolding Network for Hyperspectral Image Super-Resolution with Automatic Exposure Correction.
CoRR, 2024

Inverse-Free Fast Natural Gradient Descent Method for Deep Learning.
CoRR, 2024

Federated Learning Using Coupled Tensor Train Decomposition.
CoRR, 2024

2023
A dedicated benchmark for contour-based corner detection evaluation.
Image Vis. Comput., August, 2023

Illumination-Insensitive Line Binary Descriptor Based on Hierarchical Band Difference.
IEEE Trans. Circuits Syst. II Express Briefs, July, 2023

Low Dimensional Trajectory Hypothesis is True: DNNs Can Be Trained in Tiny Subspaces.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Scalable Deep Compressive Sensing.
Trans. Mach. Learn. Res., 2023

Multiplex Transformed Tensor Decomposition for Multidimensional Image Recovery.
IEEE Trans. Image Process., 2023

Illumination-Insensitive Binary Descriptor for Visual Measurement Based on Local Inter-Patch Invariance.
IEEE Trans. Instrum. Meas., 2023

Effective and Efficient Line Segment Detection for Visual Measurement Guided by Level Lines.
IEEE Trans. Instrum. Meas., 2023

GAPMSF-Net: Generalized Alternating Projection With Multi-Stage Fusion Network for Snapshot Compressive Imaging.
IEEE Trans. Computational Imaging, 2023

Level Line Guided Interest Point Detection.
IEEE Signal Process. Lett., 2023

TERM Model: Tensor Ring Mixture Model for Density Estimation.
CoRR, 2023

Phase Guided Light Field for Spatial-Depth High Resolution 3D Imaging.
CoRR, 2023

Low-Rank Multitask Learning based on Tensorized SVMs and LSSVMs.
CoRR, 2023

Adaptively Topological Tensor Network for Multi-view Subspace Clustering.
CoRR, 2023

A Comprehensive Review of Image Line Segment Detection and Description: Taxonomies, Comparisons, and Challenges.
CoRR, 2023

Low Rank Optimization for Efficient Deep Learning: Making A Balance between Compact Architecture and Fast Training.
CoRR, 2023

Optimal Low-Rank Tensor Tree Completion.
Proceedings of the 25th IEEE International Workshop on Multimedia Signal Processing, 2023

Feature Space Recovery for Incomplete Multi-View Clustering.
Proceedings of the IEEE International Conference on Acoustics, 2023

Tensorized LSSVMS For Multitask Regression.
Proceedings of the IEEE International Conference on Acoustics, 2023

Efficient and Effective Multi-Camera Pose Estimation with Weighted M-Estimate Sample Consensus.
Proceedings of the IEEE International Conference on Acoustics, 2023

Level-Line Guided Edge Drawing for Robust Line Segment Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023

Latitude-Guided Temporally Dependent Rate-Distortion Optimization For Panoramic Video Coding.
Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2023

Lagrange multiplier adaptation at CTU-level for VVC low-delay hierarchical coding.
Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2023

2022
Trainable Subspaces for Low Rank Tensor Completion: Model and Analysis.
IEEE Trans. Signal Process., 2022

Smooth Compact Tensor Ring Regression.
IEEE Trans. Knowl. Data Eng., 2022

Multi-Scale Spatial and Temporal Speech Associations to Swallowing for Dysphagia Screening.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Dysphagia diagnosis system with integrated speech analysis from throat vibration.
Expert Syst. Appl., 2022

Tucker-O-Minus Decomposition for Multi-view Tensor Subspace Clustering.
CoRR, 2022

Long-term Visual Localization Using Illumination Insensitive Descriptors.
Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

2021
AMP-Net: Denoising-Based Deep Unfolding for Compressive Image Sensing.
IEEE Trans. Image Process., 2021

Bayesian Low Rank Tensor Ring for Image Recovery.
IEEE Trans. Image Process., 2021

A Simple Local Minimal Intensity Prior and an Improved Algorithm for Blind Image Deblurring.
IEEE Trans. Circuits Syst. Video Technol., 2021

Low-rank tensor ring learning for multi-linear regression.
Pattern Recognit., 2021

Tensor Regression.
Found. Trends Mach. Learn., 2021

Semi-tensor Product-based TensorDecomposition for Neural Network Compression.
CoRR, 2021

Performance Evaluation of Adversarial Attacks: Discrepancies and Solutions.
CoRR, 2021

Train Deep Neural Networks in 40-D Subspaces.
CoRR, 2021

Deep Learning Based Gait Analysis for Contactless Dementia Detection System from Video Camera.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Smart Dysphagia Detection System with Adaptive Boosting Analysis of Throat Signals.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Deep Learning-Based Regional Sub-models Integration for Parkinson's Disease Diagnosis Using Diffusion Tensor Imaging.
Proceedings of the Image and Graphics - 11th International Conference, 2021

Multi-mode Tensor Singular Value Decomposition for Low-Rank Image Recovery.
Proceedings of the Image and Graphics - 11th International Conference, 2021

2020
Low-Rank Tensor Train Coefficient Array Estimation for Tensor-on-Tensor Regression.
IEEE Trans. Neural Networks Learn. Syst., 2020

Low CP Rank and Tucker Rank Tensor Completion for Estimating Missing Components in Image Data.
IEEE Trans. Circuits Syst. Video Technol., 2020

Robust Low-Rank Tensor Ring Completion.
IEEE Trans. Computational Imaging, 2020

Provable tensor ring completion.
Signal Process., 2020

Robust block tensor principal component analysis.
Signal Process., 2020

Smooth robust tensor principal component analysis for compressed sensing of dynamic MRI.
Pattern Recognit., 2020

Decision-based Universal Adversarial Attack.
CoRR, 2020

Simultaneous Consensus Maximization and Model Fitting.
CoRR, 2020

Hyperspectral Image Denoising with Partially Orthogonal Matrix Vector Tensor Factorization.
CoRR, 2020

Bayesian Low Rank Tensor Ring Model for Image Completion.
CoRR, 2020

Hierarchical Tensor Ring Completion.
CoRR, 2020

Frequency-Weighted Robust Tensor Principal Component Analysis.
CoRR, 2020

Adversarial Imitation Attack.
CoRR, 2020

Coupled Tensor Completion via Low-rank Tensor Ring.
CoRR, 2020

DaST: Data-Free Substitute Training for Adversarial Attacks.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Image Completion Using Low Tensor Tree Rank and Total Variation Minimization.
IEEE Trans. Multim., 2019

Tensor rank learning in CP decomposition via convolutional neural network.
Signal Process. Image Commun., 2019

Low rank tensor completion for multiway visual data.
Signal Process., 2019

Robust corner detection using altitude to chord ratio accumulation.
Multim. Tools Appl., 2019

Early diagnosis of Parkinson's disease from multiple voice recordings by simultaneous sample and feature selection.
Expert Syst. Appl., 2019

Robust Tensor Recovery using Low-Rank Tensor Ring.
CoRR, 2019

Tensor Grid Decomposition with Application to Tensor Completion.
CoRR, 2019

Provable Model for Tensor Ring Completion.
CoRR, 2019

Reliable Parkinson's Disease Detection by Analyzing Handwritten Drawings: Construction of an Unbiased Cascaded Learning System Based on Feature Selection and Adaptive Boosting Model.
IEEE Access, 2019

Spherical Position Dependent Rate-Distortion Optimization for 360-degree Video Coding.
Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

2018
Fast Signal Recovery From Saturated Measurements by Linear Loss and Nonconvex Penalties.
IEEE Signal Process. Lett., 2018

Visual aesthetic understanding: Sample-specific aesthetic classification and deep activation map visualization.
Signal Process. Image Commun., 2018

Extended smoothlets: An efficient multi-resolution adaptive transform.
J. Vis. Commun. Image Represent., 2018

Improved Robust Tensor Principal Component Analysis via Low-Rank Core Matrix.
IEEE J. Sel. Top. Signal Process., 2018

Image Ordinal Classification and Understanding: Grid Dropout with Masking Label.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Robust Tensor Principal Component Analysis in All Modes.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Multiple Low-Ranks plus Sparsity based Tensor Reconstruction for Dynamic MRI.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

2017
Robust Sparse Recovery in Impulsive Noise via ℓ<sub>p</sub>-ℓ<sub>1</sub> Optimization.
IEEE Trans. Signal Process., 2017

Hybrid CS-DMRI: Periodic Time-Variant Subsampling and Omnidirectional Total Variation Based Reconstruction.
IEEE Trans. Medical Imaging, 2017

A Bayesian Approach to Camouflaged Moving Object Detection.
IEEE Trans. Circuits Syst. Video Technol., 2017

Efficient and Robust Corner Detectors Based on Second-Order Difference of Contour.
IEEE Signal Process. Lett., 2017

Iterative Block Tensor Singular Value Thresholding for Extraction of Low Rank Component of Image Data.
CoRR, 2017

Learning based 3D keypoint detection with local and global attributes in multi-scale space.
Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

Towards thinner convolutional neural networks through gradually global pruning.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Attribute-controlled face photo synthesis from simple line drawing.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Iterative block tensor singular value thresholding for extraction of lowrank component of image data.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

A new GOP level bit allocation method for HEVC rate control.
Proceedings of the 2017 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2017

Image ordinal estimation: Classification and regression benefit each other.
Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

2016
Every Filter Extracts A Specific Texture In Convolutional Neural Networks.
CoRR, 2016

3D Keypoint Detection Based on Deep Neural Network with Sparse Autoencoder.
CoRR, 2016

3D interest point detection based on geometric measures and sparse refinement.
Proceedings of the 18th IEEE International Workshop on Multimedia Signal Processing, 2016

Robust sparse recovery for compressive sensing in impulsive noise using ℓp-norm model fitting.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Compressed Sensing of Multichannel EEG Signals: The Simultaneous Cosparsity and Low-Rank Optimization.
IEEE Trans. Biomed. Eng., 2015

Corrections to "Unsupervised Nosologic Imaging for Glioma Diagnosis".
IEEE Trans. Biomed. Eng., 2015

Two-level ℓ<sub>1</sub> minimization for compressed sensing.
Signal Process., 2015

Compressed Sensing of Multi-Channel EEG Signals: The Simultaneous Cosparsity and Low Rank Optimization.
CoRR, 2015

Binary Reweighted l1-Norm Minimization for One-Bit Compressed Sensing.
Proceedings of the BIOSIGNALS 2015, 2015

2014
Iterative projection approach for phase retrieval of semi-sparse wave field.
EURASIP J. Adv. Signal Process., 2014

Compressive slow-varying wideband power spectrum sensing for cognitive radio.
Ann. des Télécommunications, 2014

Simultaneous Greedy Analysis Pursuit for compressive sensing of multi-channel ECG signals.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Multi-structural Signal Recovery for Biomedical Compressive Sensing.
IEEE Trans. Biomed. Eng., 2013

Unsupervised Nosologic Imaging for Glioma Diagnosis.
IEEE Trans. Biomed. Eng., 2013

Robust Sparse Signal Recovery for Compressed Sensing with Sampling and Dictionary Uncertainties.
CoRR, 2013

2012
Sidelobe Suppression for Robust Beamformer Via the Mixed Norm Constraint.
Wirel. Pers. Commun., 2012

Enhanced Compressive Wideband Frequency Spectrum Sensing for Dynamic Spectrum Access.
EURASIP J. Adv. Signal Process., 2012

Strongly Convex Programming for Principal Component Pursuit
CoRR, 2012

A Fast HRRP Synthesis Algorithm with Sensing Dictionary in GTD Model
CoRR, 2012

Complex Orthogonal Matching Pursuit and Its Exact Recovery Conditions
CoRR, 2012

Multi-sparse signal recovery for compressive sensing.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Compressive Direction Finding Based on Amplitude Comparison.
J. Networks, 2011

Anti-sampling-distortion compressive wideband spectrum sensing for Cognitive Radio.
Int. J. Mob. Commun., 2011

Indirect Channel Sensing for Cognitive Amplify-and-Forward Relay Networks
CoRR, 2011

Sidelobe Suppression for Capon Beamforming with Mainlobe to Sidelobe Power Ratio Maximization
CoRR, 2011

Total Variation Minimization Based Compressive Wideband Spectrum Sensing for Cognitive Radios
CoRR, 2011

2010
Generalized Block Sparse Constraint Based Compressive Wideband Spectrum Sensing for Cognitive Radio
CoRR, 2010

Inter-atom Interference Mitigation for Sparse Signal Reconstruction Using Semi-blindly Weighted Minimum Variance Distortionless Response
CoRR, 2010

Anti-Measurement Matrix Uncertainty for Robust Sparse Signal Recovery with The Mixed l2 and l1 Norms Constraint
CoRR, 2010

A Robust Beamformer Based on Weighted Sparse Constraint
CoRR, 2010

Improved OMP Approach to Sparse Multi-path Channel Estimation via Adaptive Inter-atom Interference Mitigation
CoRR, 2010

Digital Ultra-Wideband Beamformer Based on Minimum Variance Multi-Frequency Distortionless Restriction
CoRR, 2010

Compressive Wideband Spectrum Sensing for Fixed Frequency Spectrum Allocation
CoRR, 2010

Robust Compressive Wideband Spectrum Sensing with Sampling Distortion
CoRR, 2010

Sparse Support Recovery with Phase-Only Measurements
CoRR, 2010

Power-Efficient Ultra-Wideband Waveform Design Considering Radio Channel Effects
CoRR, 2010

Sidelobe Suppression for Robust Beamformer with The Improved Block-Sparse Constraint
CoRR, 2010

Adaptive Inter-Atom Interference Mitigation Approach to Sparse Multi-Path Channel Estimation.
Proceedings of the 71st IEEE Vehicular Technology Conference, 2010


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