Deyu Meng

J. Mach. Learn. Res., 2023

Variational Inverting Network for Statistical Inverse Problems of Partial Differential Equations.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2023

Progressive convolutional transformer for image restoration.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2023

Guided Image Restoration via Simultaneous Feature and Image Guided Fusion.

[BibT_eX]

[DOI]

CoRR, 2023

Provable Tensor Completion with Graph Information.

[BibT_eX]

[DOI]

CoRR, 2023

FRS-Nets: Fourier Parameterized Rotation and Scale Equivariant Networks for Retinal Vessel Segmentation.

[BibT_eX]

[DOI]

Zihong Sun

Qi Xie

CoRR, 2023

Cross-Consistent Deep Unfolding Network for Adaptive All-In-One Video Restoration.

[BibT_eX]

[DOI]

CoRR, 2023

CA2: Class-Agnostic Adaptive Feature Adaptation for One-class Classification.

[BibT_eX]

[DOI]

CoRR, 2023

Neural Gradient Regularizer.

[BibT_eX]

[DOI]

CoRR, 2023

A Low-rank Matching Attention based Cross-modal Feature Fusion Method for Conversational Emotion Recognition.

[BibT_eX]

[DOI]

CoRR, 2023

Masked Contrastive Graph Representation Learning for Age Estimation.

[BibT_eX]

[DOI]

Yuntao Shou

Xiangyong Cao

CoRR, 2023

HIDFlowNet: A Flow-Based Deep Network for Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

CoRR, 2023

Hashing-Based Distributed Clustering for Massive High-Dimensional Data.

[BibT_eX]

[DOI]

Yifeng Xiao

Jiang Xue

CoRR, 2023

Unsupervised Pansharpening via Low-rank Diffusion Model.

[BibT_eX]

[DOI]

CoRR, 2023

Restoring Images Captured in Arbitrary Hybrid Adverse Weather Conditions in One Go.

[BibT_eX]

[DOI]

CoRR, 2023

DAC-MR: Data Augmentation Consistency Based Meta-Regularization for Meta-Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Random Weights Networks Work as Loss Prior Constraint for Image Restoration.

[BibT_eX]

[DOI]

CoRR, 2023

Improve Noise Tolerance of Robust Loss via Noise-Awareness.

[BibT_eX]

[DOI]

CoRR, 2023

Deep Diversity-Enhanced Feature Representation of Hyperspectral Images.

[BibT_eX]

[DOI]

CoRR, 2023

A Hyper-weight Network for Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

CoRR, 2023

Preconditioning Matters: Fast Global Convergence of Non-convex Matrix Factorization via Scaled Gradient Descent.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

NeuroExplainer: Fine-Grained Attention Decoding to Uncover Cortical Development Patterns of Preterm Infants.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Imbalanced Semi-supervised Learning with Bias Adaptive Classifier.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion.

[BibT_eX]

[DOI]

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

PanFlowNet: A Flow-Based Deep Network for Pan-sharpening.

[BibT_eX]

[DOI]

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

CBA: Improving Online Continual Learning via Continual Bias Adaptor.

[BibT_eX]

[DOI]

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

Dual Meta-Learning with Longitudinally Generalized Regularization for One-Shot Brain Tissue Segmentation Across the Human Lifespan.

[BibT_eX]

[DOI]

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

Probability-based Global Cross-modal Upsampling for Pansharpening.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Interactive Segmentation as Gaussian Process Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Hierarchical Supervision and Shuffle Data Augmentation for 3D Semi-Supervised Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Regularize implicit neural representation by itself.

[BibT_eX]

[DOI]

Zhemin Li

Hongxia Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Tensor Compressive Sensing Fused Low-Rankness and Local-Smoothness.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Stein Variational Gradient Descent on Infinite-Dimensional Space and Applications to Statistical Inverse Problems.

[BibT_eX]

[DOI]

Junxiong Jia

Peijun Li

SIAM J. Numer. Anal., August, 2022

Robust Online CSI Estimation in a Complex Environment.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

Multinetwork Collaborative Feature Learning for Semisupervised Person Reidentification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Dirichlet Process Mixture of Generalized Inverted Dirichlet Distributions for Positive Vector Data With Extended Variational Inference.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Infrared Action Detection in the Dark via Cross-Stream Attention Mechanism.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2022

Two-Stream Graph Convolutional Network for Intra-Oral Scanner Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2022

DICDNet: Deep Interpretable Convolutional Dictionary Network for Metal Artifact Reduction in CT Images.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2022

Unsupervised Representation Learning for Tissue Segmentation in Histopathological Images: From Global to Local Contrast.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2022

Sparsity-Enhanced Convolutional Decomposition: A Novel Tensor-Based Paradigm for Blind Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Semi-Active Convolutional Neural Networks for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Hyperspectral Image Denoising by Asymmetric Noise Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Efficient Pyramidal GAN for Versatile Missing Data Reconstruction in Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Fast Noise Removal in Hyperspectral Images via Representative Coefficient Total Variation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Deep Spatial-Spectral Global Reasoning Network for Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

PanCSC-Net: A Model-Driven Deep Unfolding Method for Pansharpening.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Dual-Pyramidal Image Inpainting With Dynamic Normalization.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Local Patch Network With Global Attention for Infrared Small Target Detection.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2022

Plenty is Plague: Fine-Grained Learning for Visual Question Answering.

[BibT_eX]

[DOI]

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

MHF-Net: An Interpretable Deep Network for Multispectral and Hyperspectral Image Fusion.

[BibT_eX]

[DOI]

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

Ball $k$k-Means: Fast Adaptive Clustering With No Bounds.

[BibT_eX]

[DOI]

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

A Novel Approach to Large-Scale Dynamically Weighted Directed Network Representation.

[BibT_eX]

[DOI]

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

Investigating Bi-Level Optimization for Learning and Vision From a Unified Perspective: A Survey and Beyond.

[BibT_eX]

[DOI]

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

Robust Low-Tubal-Rank Tensor Recovery From Binary Measurements.

[BibT_eX]

[DOI]

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

Context-Based Multiscale Unified Network for Missing Data Reconstruction in Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

A deep variational Bayesian framework for blind image deblurring.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

PDNet: Progressive denoising network via stochastic supervision on reaction-diffusion-advection equation.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Fast Noise Removal in Hyperspectral Images via Representative Coefficient Total Variation.

[BibT_eX]

[DOI]

CoRR, 2022

Learning to Adapt Classifier for Imbalanced Semi-supervised Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution with Subpixel Fusion.

[BibT_eX]

[DOI]

CoRR, 2022

Diagnosing Batch Normalization in Class Incremental Learning.

[BibT_eX]

[DOI]

CoRR, 2022

An Efficient and Accurate Rough Set for Feature Selection, Classification and Knowledge Representation.

[BibT_eX]

[DOI]

CoRR, 2022

Survey on rain removal from videos or a single image.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2022

Deep Fourier Up-Sampling.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Tensor Wheel Decomposition and Its Tensor Completion Application.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

T-former: An Efficient Transformer for Image Inpainting.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Orientation-Shared Convolution Representation for CT Metal Artifact Learning.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Adaptive Convolutional Dictionary Network for CT Metal Artifact Reduction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Fast and Provable Nonconvex Tensor RPCA.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Blind Image Super-resolution with Elaborate Degradation Modeling on Noise and Kernel.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

HLRTF: Hierarchical Low-Rank Tensor Factorization for Inverse Problems in Multi-Dimensional Imaging.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

SS3D: Sparsely-Supervised 3D Object Detection from Point Cloud.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

EPSANet: An Efficient Pyramid Squeeze Attention Block on Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2022, 2022

2021

Uncertainty Guided Multi-Scale Attention Network for Raindrop Removal From a Single Image.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Online Rain/Snow Removal From Surveillance Videos.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Multimodal GANs: Toward Crossmodal Hyperspectral-Multispectral Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Scaled Simplex Representation for Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

SPLBoost: An Improved Robust Boosting Algorithm Based on Self-Paced Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Infrared and Visible Cross-Modal Image Retrieval Through Shared Features.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Hyperspectral Image Restoration Combining Intrinsic Image Characterization With Robust Noise Modeling.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

A dynamic CNN pruning method based on matrix similarity.

[BibT_eX]

[DOI]

Signal Image Video Process., 2021

Variational Bayes' Method for Functions with Applications to Some Inverse Problems.

[BibT_eX]

[DOI]

SIAM J. Sci. Comput., 2021

Continuous Multi-Angle Remote Sensing and Its Application in Urban Land Cover Classification.

[BibT_eX]

[DOI]

Remote. Sens., 2021

Fast Aerial Image Geolocalization Using the Projective-Invariant Contour Feature.

[BibT_eX]

[DOI]

Remote. Sens., 2021

Pairwise learning for medical image segmentation.

[BibT_eX]

[DOI]

Medical Image Anal., 2021

Structural residual learning for single image rain removal.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

IIT-GAT: Instance-level image transformation via unsupervised generative attention networks with disentangled representations.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Target attack on biomedical image segmentation model based on multi-scale gradients.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Selective generative adversarial network for raindrop removal from a single image.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Revisiting Experience Replay: Continual Learning by Adaptively Tuning Task-wise Relationship.

[BibT_eX]

[DOI]

CoRR, 2021

InDuDoNet+: A Model-Driven Interpretable Dual Domain Network for Metal Artifact Reduction in CT Images.

[BibT_eX]

[DOI]

CoRR, 2021

Label Hierarchy Transition: Modeling Class Hierarchies to Enhance Deep Classifiers.

[BibT_eX]

[DOI]

CoRR, 2021

Infrared Small-Dim Target Detection with Transformer under Complex Backgrounds.

[BibT_eX]

[DOI]

CoRR, 2021

Unsupervised Local Discrimination for Medical Images.

[BibT_eX]

[DOI]

CoRR, 2021

RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image Deraining.

[BibT_eX]

[DOI]

CoRR, 2021

Learning an Explicit Hyperparameter Prediction Policy Conditioned on Tasks.

[BibT_eX]

[DOI]

Jun Shu

CoRR, 2021

Unsupervised Single Image Super-resolution Under Complex Noise.

[BibT_eX]

[DOI]

CoRR, 2021

Residual Moment Loss for Medical Image Segmentation.

[BibT_eX]

[DOI]

CoRR, 2021

EPSANet: An Efficient Pyramid Split Attention Block on Convolutional Neural Network.

[BibT_eX]

[DOI]

CoRR, 2021

Stein variational gradient descent on infinite-dimensional space and applications to statistical inverse problems.

[BibT_eX]

[DOI]

Junxiong Jia

CoRR, 2021

Learning Contextual Transformer Network for Image Inpainting.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Neighbor Matching for Semi-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

InDuDoNet: An Interpretable Dual Domain Network for CT Metal Artifact Reduction.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Nuclei Grading of Clear Cell Renal Cell Carcinoma in Histopathological Image by Composite High-Resolution Network.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Instance-Based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Unsupervised Learning of Local Discriminative Representation for Medical Images.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2021

TSGCNet: Discriminative Geometric Feature Learning With Two-Stream Graph Convolutional Network for 3D Dental Model Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Semi-Supervised Video Deraining With Dynamical Rain Generator.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

From Rain Generation to Rain Removal.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning an Explicit Weighting Scheme for Adapting Complex HSI Noise.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Effective Snapshot Compressive-Spectral Imaging via Deep Denoising and Total Variation Priors.

[BibT_eX]

[DOI]

Haiquan Qiu

Yao Wang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning to Purify Noisy Labels via Meta Soft Label Corrector.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Alternative Baselines for Low-Shot 3D Medical Image Segmentation - An Atlas Perspective.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Multilinear Multitask Learning by Rank-Product Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Robust Multiview Subspace Learning With Nonindependently and Nonidentically Distributed Complex Noise.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Full-Spectrum-Knowledge-Aware Tensor Model for Energy-Resolved CT Iterative Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2020

Rectifying Supporting Regions With Mixed and Active Supervision for Rib Fracture Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2020

Single Image Deraining Using Bilateral Recurrent Network.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Enhanced 3DTV Regularization and Its Applications on HSI Denoising and Compressed Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Hyperspectral and Multispectral Image Fusion via Nonlocal Low-Rank Tensor Decomposition and Spectral Unmixing.

[BibT_eX]

[DOI]

Kaidong Wang

Yao Wang

Xi-Le Zhao

Jonathan Cheung-Wai Chan

IEEE Trans. Geosci. Remote. Sens., 2020

Hyperspectral Image Classification With Convolutional Neural Network and Active Learning.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Contrast-Medium Anisotropy-Aware Tensor Total Variation Model for Robust Cerebral Perfusion CT Reconstruction With Low-Dose Scans.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2020

Spectral-Fidelity Convolutional Neural Networks for Hyperspectral Pansharpening.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Remote Sensing Image Denoising via Low-Rank Tensor Approximation and Robust Noise Modeling.

[BibT_eX]

[DOI]

Tian-Hui Ma

Remote. Sens., 2020

Discovering influential factors in variational autoencoders.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Single image rain streaks removal: a review and an exploration.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2020

Multi-scale generative adversarial inpainting network based on cross-layer attention transfer mechanism.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

TSASNet: Tooth segmentation on dental panoramic X-ray images by Two-Stage Attention Segmentation Network.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Self-paced Multi-view Co-training.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2020

TSGCNet: Discriminative Geometric Feature Learning with Two-Stream GraphConvolutional Network for 3D Dental Model Segmentation.

[BibT_eX]

[DOI]

CoRR, 2020

Select-ProtoNet: Learning to Select for Few-Shot Disease Subtype Prediction.

[BibT_eX]

[DOI]

CoRR, 2020

Variational Image Restoration Network.

[BibT_eX]

[DOI]

CoRR, 2020

From Rain Removal to Rain Generation.

[BibT_eX]

[DOI]

CoRR, 2020

Meta Feature Modulator for Long-tailed Recognition.

[BibT_eX]

[DOI]

CoRR, 2020

Meta-LR-Schedule-Net: Learned LR Schedules that Scale and Generalize.

[BibT_eX]

[DOI]

CoRR, 2020

Meta Transition Adaptation for Robust Deep Learning with Noisy Labels.

[BibT_eX]

[DOI]

CoRR, 2020

Structural Residual Learning for Single Image Rain Removal.

[BibT_eX]

[DOI]

CoRR, 2020

Ball k-means.

[BibT_eX]

[DOI]

CoRR, 2020

Learning Adaptive Loss for Robust Learning with Noisy Labels.

[BibT_eX]

[DOI]

CoRR, 2020

Analyzing the Characteristics and Causes of Location Spatial Agglomeration of Listed Companies: An Empirical Study of China's Yangtze River Economic Belt.

[BibT_eX]

[DOI]

Guoen Wei

Pingjun Sun

Complex., 2020

Color and direction-invariant nonlocal self-similarity prior and its application to color image denoising.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2020

LRTHR-Net: A Low-Resolution-to-High-Resolution Framework to Iteratively Refine the Segmentation of Thyroid Nodule in Ultrasound Images.

[BibT_eX]

[DOI]

Proceedings of the Segmentation, Classification, and Registration of Multi-modality Medical Imaging Data, 2020

MEP-Based Channel Estimation under Complex Communication Environment.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications, 2020

Dual Adversarial Network: Toward Real-World Noise Removal and Noise Generation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Momentum Batch Normalization for Deep Learning with Small Batch Size.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

A Model-Driven Deep Neural Network for Single Image Rain Removal.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

LT-Net: Label Transfer by Learning Reversible Voxel-Wise Correspondence for One-Shot Medical Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Weakly Supervised Lesion Detection From Fundus Images.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2019

An Efficient Iterative Cerebral Perfusion CT Reconstruction via Low-Rank Tensor Decomposition With Spatial-Temporal Total Variation Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2019

Discriminative Feature Learning With Foreground Attention for Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Nonconvex-Sparsity and Nonlocal-Smoothness-Based Blind Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Decomposition-Based Evolutionary Multiobjective Optimization to Self-Paced Learning.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2019

Spectral-Spatial Hyperspectral Image Classification via Robust Low-Rank Feature Extraction and Markov Random Field.

[BibT_eX]

[DOI]

Xiangyong Cao

Remote. Sens., 2019

Few-Example Object Detection with Model Communication.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Leveraging Prior-Knowledge for Weakly Supervised Object Detection Under a Collaborative Self-Paced Curriculum Learning Framework.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2019

A Survey on Rain Removal from Video and Single Image.

[BibT_eX]

[DOI]

CoRR, 2019

Video Rain/Snow Removal by Transformed Online Multiscale Convolutional Sparse Coding.

[BibT_eX]

[DOI]

CoRR, 2019

Variational Bayes' method for functions with applications to some inverse problems.

[BibT_eX]

[DOI]

CoRR, 2019

Push the Student to Learn Right: Progressive Gradient Correcting by Meta-learner on Corrupted Labels.

[BibT_eX]

[DOI]

CoRR, 2019

A Multiobjective Approach Based on Gaussian Mixture Clustering for Sparse Reconstruction.

[BibT_eX]

[DOI]

IEEE Access, 2019

Variational Denoising Network: Toward Blind Noise Modeling and Removal.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Pairwise Semantic Segmentation via Conjugate Fully Convolutional Network.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Robust CSI Estimation Under Complex Communication Environment.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net.

[BibT_eX]

[DOI]

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

Semi-Supervised Transfer Learning for Image Rain Removal.

[BibT_eX]

[DOI]

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

Progressive Image Deraining Networks: A Better and Simpler Baseline.

[BibT_eX]

[DOI]

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

NTIRE 2019 Challenge on Real Image Denoising: Methods and Results.

[BibT_eX]

[DOI]

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

2018

A Generalized Model for Robust Tensor Factorization With Noise Modeling by Mixture of Gaussians.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Hyperspectral Image Classification With Markov Random Fields and a Convolutional Neural Network.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Denoising Hyperspectral Image With Non-i.i.d. Noise Structure.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

Hyperspectral Image Restoration Via Total Variation Regularized Low-Rank Tensor Decomposition.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Hyperspectral Image Restoration under Complex Multi-Band Noises.

[BibT_eX]

[DOI]

Remote. Sens., 2018

Deep self-paced learning for person re-identification.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Infrared small-dim target detection based on Markov random field guided noise modeling.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Robust Online Matrix Factorization for Dynamic Background Subtraction.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Kronecker-Basis-Representation Based Tensor Sparsity and Its Applications to Tensor Recovery.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Active Self-Paced Learning for Cost-Effective and Progressive Face Identification.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

On Convergence Properties of Implicit Self-paced Objective.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Robust subspace clustering via penalized mixture of Gaussians.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Model Inconsistent but Correlated Noise: Multi-view Subspace Learning with Regularized Mixture of Gaussians.

[BibT_eX]

[DOI]

CoRR, 2018

Enhanced 3DTV Regularization and Its Applications on Hyper-spectral Image Denoising and Compressed Sensing.

[BibT_eX]

[DOI]

CoRR, 2018

Discovering Influential Factors in Variational Autoencoder.

[BibT_eX]

[DOI]

CoRR, 2018

Small Sample Learning in Big Data Era.

[BibT_eX]

[DOI]

Jun Shu

CoRR, 2018

Unsupervised/Semi-supervised Deep Learning for Low-dose CT Enhancement.

[BibT_eX]

[DOI]

CoRR, 2018

Semi-supervised CNN for Single Image Rain Removal.

[BibT_eX]

[DOI]

CoRR, 2018

Simplex Representation for Subspace Clustering.

[BibT_eX]

[DOI]

Jun Xu

Lei Zhang

CoRR, 2018

Understanding Self-Paced Learning under Concave Conjugacy Theory.

[BibT_eX]

[DOI]

Shi-Qi Liu

Zilu Ma

CoRR, 2018

Understanding self-paced learning under Concave Conjugacy Theory.

[BibT_eX]

[DOI]

Commun. Inf. Syst., 2018

PM-GANs: Discriminative Representation Learning for Action Recognition Using Partial-Modalities.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Video Rain Streak Removal by Multiscale Convolutional Sparse Coding.

[BibT_eX]

[DOI]

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

DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation.

[BibT_eX]

[DOI]

Jiang Liu

Chenqiang Gao

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

2017

Low-Dose Dynamic Cerebral Perfusion Computed Tomography Reconstruction via Kronecker-Basis-Representation Tensor Sparsity Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2017

Robust Low-Dose CT Sinogram Preprocessing via Exploiting Noise-Generating Mechanism.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2017

Distance Metric Learning via Iterated Support Vector Machines.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Robust Multi-Exposure Image Fusion: A Structural Patch Decomposition Approach.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Instance Annotation via Optimal BoW for Weakly Supervised Object Localization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

A novel learning-based frame pooling method for event detection.

[BibT_eX]

[DOI]

Signal Process., 2017

Learning-Based Sub-Pixel Change Detection Using Coarse Resolution Satellite Imagery.

[BibT_eX]

[DOI]

Yong Xu

Lin Lin

Remote. Sens., 2017

Co-Saliency Detection via a Self-Paced Multiple-Instance Learning Framework.

[BibT_eX]

[DOI]

Dingwen Zhang

Junwei Han

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Compressive Sensing of Hyperspectral Images via Joint Tensor Tucker Decomposition and Weighted Total Variation Regularization.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2017

Semi-supervised learning through adaptive Laplacian graph trimming.

[BibT_eX]

[DOI]

Image Vis. Comput., 2017

A theoretical understanding of self-paced learning.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Integration of 3-dimensional discrete wavelet transform and Markov random field for hyperspectral image classification.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Weighted Nuclear Norm Minimization and Its Applications to Low Level Vision.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2017

SPLBoost: An Improved Robust Boosting Algorithm Based on Self-paced Learning.

[BibT_eX]

[DOI]

CoRR, 2017

On Convergence Property of Implicit Self-paced Objective.

[BibT_eX]

[DOI]

Zilu Ma

Shiqi Liu

CoRR, 2017

Few-shot Object Detection.

[BibT_eX]

[DOI]

CoRR, 2017

A General Model for Robust Tensor Factorization with Unknown Noise.

[BibT_eX]

[DOI]

CoRR, 2017

Hyperspectral Image Segmentation with Markov Random Fields and a Convolutional Neural Network.

[BibT_eX]

[DOI]

CoRR, 2017

A Dual-Network Progressive Approach to Weakly Supervised Object Detection.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Leveraging Multi-modal Prior Knowledge for Large-scale Concept Learning in Noisy Web Data.

[BibT_eX]

[DOI]

Junwei Liang

Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

A co-training approach to the classification of local climate zones with multi-source data.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Self-Paced Co-training.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

Should We Encode Rain Streaks in Video as Deterministic or Stochastic?

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Tensor RPCA by Bayesian CP Factorization with Complex Noise.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Joint Convolutional Analysis and Synthesis Sparse Representation for Single Image Layer Separation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

SPFTN: A Self-Paced Fine-Tuning Network for Segmenting Objects in Weakly Labelled Videos.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Detail-Preserving and Content-Aware Variational Multi-View Stereo Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Robust Low-Rank Matrix Factorization Under General Mixture Noise Distributions.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Total Variation Regularized Tensor RPCA for Background Subtraction From Compressive Measurements.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Robust Semi-Supervised Classification for Noisy Labels Based on Self-Paced Learning.

[BibT_eX]

[DOI]

Nannan Gu

Mingyu Fan

IEEE Signal Process. Lett., 2016

Multi-view stereo via depth map fusion: A coordinate decent optimization method.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Special issue on Chinese Conference on Computer Vision 2015.

[BibT_eX]

[DOI]

Neurocomputing, 2016

InfAR dataset: Infrared action recognition at different times.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Text-to-video: a semantic search engine for internet videos.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2016

Strategies for Searching Video Content with Text Queries or Video Examples.

[BibT_eX]

[DOI]

Chuang Gan

Xingzhong Du

Xiaojun Chang

CoRR, 2016

A Learning-based Frame Pooling Model For Event Detection.

[BibT_eX]

[DOI]

CoRR, 2016

Exploiting Multi-modal Curriculum in Noisy Web Data for Large-scale Concept Learning.

[BibT_eX]

[DOI]

Junwei Liang

CoRR, 2016

Low-rank Matrix Factorization under General Mixture Noise Distributions.

[BibT_eX]

[DOI]

CoRR, 2016

Bridging Saliency Detection to Weakly Supervised Object Detection Based on Self-Paced Curriculum Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Self-Paced Boost Learning for Classification.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Learning to Detect Concepts from Webly-Labeled Video Data.

[BibT_eX]

[DOI]

Junwei Liang

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

The Solution Path Algorithm for Identity-Aware Multi-object Tracking.

[BibT_eX]

[DOI]

Shoou-I Yu

Wangmeng Zuo

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Multispectral Images Denoising by Intrinsic Tensor Sparsity Regularization.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Robust Tensor Factorization with Unknown Noise.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Two-Stream Contextualized CNN for Fine-Grained Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Multi-Objective Self-Paced Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

L1-Norm Low-Rank Matrix Factorization by Variational Bayesian Method.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2015

A Kernel Classification Framework for Metric Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2015

Event Oriented Dictionary Learning for Complex Event Detection.

[BibT_eX]

[DOI]

Nicu Sebe

IEEE Trans. Image Process., 2015

FastMMD: Ensemble of Circular Discrepancy for Efficient Two-Sample Test.

[BibT_eX]

[DOI]

Ji Zhao

Neural Comput., 2015

Spatial and Temporal Image Fusion via Regularized Spatial Unmixing.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2015

Multiview stereo and silhouette fusion via minimizing generalized reprojection error.

[BibT_eX]

[DOI]

Image Vis. Comput., 2015

A block coordinate descent approach for sparse principal component analysis.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Enhancing performance of the backpropagation algorithm via sparse response regularization.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Density-based region search with arbitrary shape for object localisation.

[BibT_eX]

[DOI]

Ji Zhao

Jiayi Ma

IET Comput. Vis., 2015

Iterated Support Vector Machines for Distance Metric Learning.

[BibT_eX]

[DOI]

CoRR, 2015

What Objective Does Self-paced Learning Indeed Optimize?

[BibT_eX]

[DOI]

CoRR, 2015

A Novel Tensor Robust PCA Approach for Background Subtraction from Compressive Measurements.

[BibT_eX]

[DOI]

CoRR, 2015

Robust low-rank tensor factorization by cyclic weighted median.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2015

CMU Informedia@TRECVID 2015: MED/SIN/LNK/SED.

[BibT_eX]

[DOI]

Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015

Fast and Accurate Content-based Semantic Search in 100M Internet Videos.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Bridging the Ultimate Semantic Gap: A Semantic Search Engine for Internet Videos.

[BibT_eX]

[DOI]

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

A Novel Sparsity Measure for Tensor Recovery.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

A Self-Paced Multiple-Instance Learning Framework for Co-Saliency Detection.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Convolutional Sparse Coding for Image Super-Resolution.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Low-Rank Matrix Factorization under General Mixture Noise Distributions.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

A New Dataset and Evaluation for Infrared Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - CCF Chinese Conference, 2015

Self-Paced Learning for Matrix Factorization.

[BibT_eX]

[DOI]

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

Complex Event Detection via Event Oriented Dictionary Learning.

[BibT_eX]

[DOI]

Nicu Sebe

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

Self-Paced Curriculum Learning.

[BibT_eX]

[DOI]

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

2014

A kernel-based sparsity preserving method for semi-supervised classification.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Robust registration of partially overlapping point sets via genetic algorithm with growth operator.

[BibT_eX]

[DOI]

IET Image Process., 2014

On the Optimal Solution of Weighted Nuclear Norm Minimization.

[BibT_eX]

[DOI]

CoRR, 2014

Density-Based Region Search with Arbitrary Shape for Object Localization.

[BibT_eX]

[DOI]

Ji Zhao

Jiayi Ma

CoRR, 2014

Robust sparse principal component analysis.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2014

Informedia @ TRECVID 2014.

[BibT_eX]

[DOI]

Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014

Self-Paced Learning with Diversity.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Easy Samples First: Self-paced Reranking for Zero-Example Multimedia Search.

[BibT_eX]

[DOI]

Teruko Mitamura

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Towards Efficient Learning of Optimal Spatial Bag-of-Words Representations.

[BibT_eX]

[DOI]

Wei Tong

Proceedings of the International Conference on Multimedia Retrieval, 2014

Interactive Surveillance Event Detection through Mid-level Discriminative Representation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimedia Retrieval, 2014

Robust Principal Component Analysis with Complex Noise.

[BibT_eX]

[DOI]

Proceedings of the 31th International Conference on Machine Learning, 2014

Unsupervised Video Adaptation for Parsing Human Motion.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2014, 2014

Transitive Distance Clustering with K-Means Duality.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Decomposable Nonlocal Tensor Dictionary Learning for Multispectral Image Denoising.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

A Novel Group-Sparsity-Optimization-Based Feature Selection Model for Complex Interaction Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2014, 2014

2013

Detecting Intrinsic Loops Underlying Data Manifold.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Infrared Patch-Image Model for Small Target Detection in a Single Image.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2013

Passage method for nonlinear dimensionality reduction of data on multi-cluster manifolds.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

The strong convergence of visual classification method and its applications.

[BibT_eX]

[DOI]

Inf. Sci., 2013

Learning dictionary from signals under global sparsity constraint.

[BibT_eX]

[DOI]

Neurocomputing, 2013

Following the entire solution path of sparse principal component analysis by coordinate-pairwise algorithm.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2013

Informedia@TRECVID 2013.

[BibT_eX]

[DOI]

Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013

Joint recognition / segmentation with cascaded multi-level feature classification and confidence propagation.

[BibT_eX]

[DOI]

Wenbo Liu

Zhiding Yu

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

A Generalized Iterated Shrinkage Algorithm for Non-convex Sparse Coding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Robust Matrix Factorization with Unknown Noise.

[BibT_eX]

[DOI]

Fernando De la Torre

Proceedings of the IEEE International Conference on Computer Vision, 2013

A Cyclic Weighted Median Method for L1 Low-Rank Matrix Factorization with Missing Entries.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

Improve robustness of sparse PCA by L1-norm maximization.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

Dictionary learning under global sparsity constraint

[BibT_eX]

[DOI]

CoRR, 2012

Divide-and-Conquer Method for L1 Norm Matrix Factorization in the Presence of Outliers and Missing Data

[BibT_eX]

[DOI]

CoRR, 2012

A recursive divide-and-conquer approach for sparse principal component analysis.

[BibT_eX]

[DOI]

CoRR, 2012

2011

Incremental Alignment Manifold Learning.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2011

A new quality assessment criterion for nonlinear dimensionality reduction.

[BibT_eX]

[DOI]

Neurocomputing, 2011

2009

Fast and Efficient Strategies for Model Selection of Gaussian Support Vector Machine.

[BibT_eX]

[DOI]

Ming-Wei Dai

IEEE Trans. Syst. Man Cybern. Part B, 2009

2008

Nonlinear Dimensionality Reduction of Data Lying on the Multicluster Manifold.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2008

Improving geodesic distance estimation based on locally linear assumption.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2008

2006

Approximation Bound of Mixture Networks in Lomegap Spaces.

[BibT_eX]

[DOI]

Jianjun Wang

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

A New Pre-processing Method for Regression.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

2005

A New Approach for Classification: Visual Simulation Point of View.

[BibT_eX]

[DOI]

Wenfeng Jing

Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

A New Approach for Regression: Visual Regression Approach.

[BibT_eX]

[DOI]