Bo Du

IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Region-adaptive Concept Aggregation for Few-shot Visual Recognition.

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[DOI]

Mach. Intell. Res., August, 2023

Human Collective Intelligence Inspired Multi-View Representation Learning - Enabling View Communication by Simulating Human Communication Mechanism.

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[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

Metapath-fused heterogeneous graph network for molecular property prediction.

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[DOI]

Inf. Sci., June, 2023

Graph-aware collaborative reasoning for click-through rate prediction.

[BibT_eX]

[DOI]

Xin Zhang

World Wide Web (WWW), May, 2023

Remote Sensing Image Compression Based on the Multiple Prior Information.

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[DOI]

Chuan Fu

Remote. Sens., April, 2023

Temporal Link Prediction With Motifs for Social Networks.

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[DOI]

IEEE Trans. Knowl. Data Eng., March, 2023

Joint image and feature adaptative attention-aware networks for cross-modality semantic segmentation.

[BibT_eX]

[DOI]

Neural Comput. Appl., February, 2023

Target Detection With Spatial-Spectral Adaptive Sample Generation and Deep Metric Learning for Hyperspectral Imagery.

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[DOI]

IEEE Trans. Multim., 2023

Self-Ensembling GAN for Cross-Domain Semantic Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

A GLRT-Based Multi-Pixel Target Detector in Hyperspectral Imagery.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

Cross-Modality Pyramid Alignment for Visual Intention Understanding.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Composed Image Retrieval via Cross Relation Network With Hierarchical Aggregation Transformer.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Can Spectral Information Work While Extracting Spatial Distribution? - An Online Spectral Information Compensation Network for HSI Classification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

DCN-T: Dual Context Network With Transformer for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Dual Level Adaptive Weighting for Cloth-Changing Person Re-Identification.

[BibT_eX]

[DOI]

Fangyi Liu

IEEE Trans. Image Process., 2023

Facial Expression Recognition on the High Aggregation Subgraphs.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Binary Change Guided Hyperspectral Multiclass Change Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Privacy-Protected Person Re-Identification via Virtual Samples.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2023

Adversarial Divergence Training for Universal Cross-Scene Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Self-Supervised Pretraining via Multimodality Images With Transformer for Change Detection.

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[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Advancing Plain Vision Transformer Toward Remote Sensing Foundation Model.

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[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

An Empirical Study of Remote Sensing Pretraining.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Unsupervised Hyperspectral Band Selection via Structure-Conserved and Neighborhood-Grouped Evolutionary Algorithm.

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[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Partial Siamese With Multiscale Bi-Codec Networks for Remote Sensing Image Haze Removal.

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[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

SRDF: Single-Stage Rotate Object Detector via Dense Prediction and False Positive Suppression.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Decoupling Semantic and Edge Representations for Building Footprint Extraction From Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

A Lightweight Convolutional Neural Network Based on Joint Correlation Distance Constraints and Density Peak Clustering for Hyperspectral Target Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

A Global-to-Local Evolutionary Algorithm for Hyperspectral Endmember Extraction.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

An Iterative GLRT for Hyperspectral Target Detection Based on Spectral Similarity and Spatial Connectivity Characteristics.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Unified Instance and Knowledge Alignment Pretraining for Aspect-Based Sentiment Analysis.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2023

Learnable Hierarchical Label Embedding and Grouping for Visual Intention Understanding.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2023

Collaborative-guided spectral abundance learning with bilinear mixing model for hyperspectral subpixel target detection.

[BibT_eX]

[DOI]

Neural Networks, 2023

Multi-Aspect enhanced Graph Neural Networks for recommendation.

[BibT_eX]

[DOI]

Neural Networks, 2023

Multi-level Feature Interaction and Efficient Non-Local Information Enhanced Channel Attention for image dehazing.

[BibT_eX]

[DOI]

Neural Networks, 2023

Endmember Bundle Extraction Based on Improved Multiobjective Particle Swarm Optimization.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2023

SAR Image Compression Based on Multi-Resblock and Global Context.

[BibT_eX]

[DOI]

Chuan Fu

IEEE Geosci. Remote. Sens. Lett., 2023

Unified active and semi-supervised learning for hyperspectral image classification.

[BibT_eX]

[DOI]

GeoInformatica, 2023

XAI for In-hospital Mortality Prediction via Multimodal ICU Data.

[BibT_eX]

[DOI]

CoRR, 2023

Noised Autoencoders for Point Annotation Restoration in Object Counting.

[BibT_eX]

[DOI]

CoRR, 2023

Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion.

[BibT_eX]

[DOI]

CoRR, 2023

Exploring Sparsity in Graph Transformers.

[BibT_eX]

[DOI]

CoRR, 2023

Adapting Vision Transformer for Efficient Change Detection.

[BibT_eX]

[DOI]

CoRR, 2023

Careful Selection and Thoughtful Discarding: Graph Explicit Pooling Utilizing Discarded Nodes.

[BibT_eX]

[DOI]

CoRR, 2023

Learning transformer-based heterogeneously salient graph representation for multimodal fusion classification of hyperspectral image and LiDAR data.

[BibT_eX]

[DOI]

Jiaqi Yang

CoRR, 2023

Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark.

[BibT_eX]

[DOI]

CoRR, 2023

Stability and Generalization of the Decentralized Stochastic Gradient Descent Ascent Algorithm.

[BibT_eX]

[DOI]

CoRR, 2023

Zero-shot Learning of Drug Response Prediction for Preclinical Drug Screening.

[BibT_eX]

[DOI]

CoRR, 2023

Learn From Model Beyond Fine-Tuning: A Survey.

[BibT_eX]

[DOI]

CoRR, 2023

Imitation Learning from Purified Demonstration.

[BibT_eX]

[DOI]

CoRR, 2023

Parameter Efficient Multi-task Model Fusion with Partial Linearization.

[BibT_eX]

[DOI]

CoRR, 2023

Exchange means change: an unsupervised single-temporal change detection framework based on intra- and inter-image patch exchange.

[BibT_eX]

[DOI]

CoRR, 2023

BenchTemp: A General Benchmark for Evaluating Temporal Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2023

Building-road Collaborative Extraction from Remotely Sensed Images via Cross-Interaction.

[BibT_eX]

[DOI]

CoRR, 2023

Expediting Building Footprint Segmentation from High-resolution Remote Sensing Images via progressive lenient supervision.

[BibT_eX]

[DOI]

CoRR, 2023

DeepCL: Deep Change Feature Learning on Remote Sensing Images in the Metric Space.

[BibT_eX]

[DOI]

CoRR, 2023

FHA-Kitchens: A Novel Dataset for Fine-Grained Hand Action Recognition in Kitchen Scenes.

[BibT_eX]

[DOI]

CoRR, 2023

An Efficient Transformer for Simultaneous Learning of BEV and Lane Representations in 3D Lane Detection.

[BibT_eX]

[DOI]

CoRR, 2023

Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model.

[BibT_eX]

[DOI]

CoRR, 2023

Revolutionizing Agrifood Systems with Artificial Intelligence: A Survey.

[BibT_eX]

[DOI]

CoRR, 2023

Scalable Mask Annotation for Video Text Spotting.

[BibT_eX]

[DOI]

CoRR, 2023

HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture Search.

[BibT_eX]

[DOI]

CoRR, 2023

An Investigation of Face Mask Use with Busking Videos on YouTube during COVID-19: a Case Study in South Korea.

[BibT_eX]

[DOI]

CoRR, 2023

Unsupervised Cross-domain Pulmonary Nodule Detection without Source Data.

[BibT_eX]

[DOI]

Rui Xu

Yong Luo

CoRR, 2023

Centroid-centered Modeling for Efficient Vision Transformer Pre-training.

[BibT_eX]

[DOI]

CoRR, 2023

SGDA: Towards 3D Universal Pulmonary Nodule Detection via Slice Grouped Domain Attention.

[BibT_eX]

[DOI]

CoRR, 2023

Can ChatGPT Understand Too? A Comparative Study on ChatGPT and Fine-tuned BERT.

[BibT_eX]

[DOI]

CoRR, 2023

Bag of Tricks for Effective Language Model Pretraining and Downstream Adaptation: A Case Study on GLUE.

[BibT_eX]

[DOI]

CoRR, 2023

Visible-Infrared Person Re-Identification via Patch-Mixed Cross-Modality Learning.

[BibT_eX]

[DOI]

Zhihao Qian

Yutian Lin

CoRR, 2023

CLNode: Curriculum Learning for Node Classification.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model.

[BibT_eX]

[DOI]

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

PNT-Edge: Towards Robust Edge Detection with Noisy Labels by Learning Pixel-level Noise Transitions.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Rethinking the Localization in Weakly Supervised Object Localization.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Scale-Aware Test-Time Click Adaptation for Pulmonary Nodule and Mass Segmentation.

[BibT_eX]

[DOI]

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

MAPLE: Semi-Supervised Learning with Multi-Alignment and Pseudo-Learning.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Learning to Schedule in Diffusion Probabilistic Models.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Galliot: Path Merging Based Betweenness Centrality Algorithm on GPU.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2023, 2023

MultiDrop: A Local Rademacher Complexity-Based Regularization for Multitask Models.

[BibT_eX]

[DOI]

Ziqing Lu

Proceedings of the International Joint Conference on Neural Networks, 2023

Efficient Lung Nodule Detection via 3D Deep Learning with Shifted Convolutions.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

Improving Heterogeneous Model Reuse by Density Estimation.

[BibT_eX]

[DOI]

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

Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities.

[BibT_eX]

[DOI]

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

Federated Graph Semantic and Structural Learning.

[BibT_eX]

[DOI]

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

LGFormer: Local-to-Global Transformer for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Jiaqi Yang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

EMS-NET: Efficient Multi-Temporal Self-Attention for Hyperspectral Change Detection.

[BibT_eX]

[DOI]

Meiqi Hu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

HCGMNet: A Hierarchical Change Guiding Map Network for Change Detection.

[BibT_eX]

[DOI]

Chengxi Han

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Bidirectional Looking with A Novel Double Exponential Moving Average to Adaptive and Non-adaptive Momentum Optimizers.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Audio-Visual Generalized Zero-Shot Learning Based on Variational Information Bottleneck.

[BibT_eX]

[DOI]

Yapeng Li

Yong Luo

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Multi-template Tracker Driven by Cache Manager Algorithm, Towards Multi-distractor Scenarios.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Generating Dynamic Kernels via Transformers for Lane Detection.

[BibT_eX]

[DOI]

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

Zero-shot Sharpness-Aware Quantization for Pre-trained Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting.

[BibT_eX]

[DOI]

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

Token Contrast for Weakly-Supervised Semantic Segmentation.

[BibT_eX]

[DOI]

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

Robust Generalization Against Photon-Limited Corruptions via Worst-Case Sharpness Minimization.

[BibT_eX]

[DOI]

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

Rethinking Federated Learning with Domain Shift: A Prototype View.

[BibT_eX]

[DOI]

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

Cervical OCT Image Synthesis via Noise Adaptation Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

FedARC: Federated Learning for Multi-Center Tuberculosis Chest X-ray Diagnosis with Adaptive Regularizing Contrastive Representation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Revisiting Token Dropping Strategy in Efficient BERT Pretraining.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Self-Evolution Learning for Discriminative Language Model Pretraining.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer.

[BibT_eX]

[DOI]

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

Unlabeled Imperfect Demonstrations in Adversarial Imitation Learning.

[BibT_eX]

[DOI]

Yunke Wang

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

2022

Adaptive Hierarchical Attention-Enhanced Gated Network Integrating Reviews for Item Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Collaborative Refining for Person Re-Identification With Label Noise.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Unsupervised Person Re-Identification With Stochastic Training Strategy.

[BibT_eX]

[DOI]

Tianyang Liu

Yutian Lin

IEEE Trans. Image Process., 2022

Weighted Feature Fusion of Convolutional Neural Network and Graph Attention Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

Deep Dynamic Interest Learning With Session Local and Global Consistency for Click-Through Rate Predictions.

[BibT_eX]

[DOI]

Xin Zhang

IEEE Trans. Ind. Informatics, 2022

Attention-Based Multiscale Residual Adaptation Network for Cross-Scene Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Spatial-Spectral Joint Reconstruction With Interband Correlation for Hyperspectral Anomaly Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Asymmetric Siamese Networks for Semantic Change Detection in Aerial Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Attention-Based Dynamic Alignment and Dynamic Distribution Adaptation for Remote Sensing Cross-Domain Scene Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Adversarial Prototype Learning for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Fully Contextual Network for Hyperspectral Scene Parsing.

[BibT_eX]

[DOI]

Di Wang

IEEE Trans. Geosci. Remote. Sens., 2022

Evolving Block-Based Convolutional Neural Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

MEDNet: Multiexpert Detection Network With Unsupervised Clustering of Training Samples.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Unsupervised Multimodal Change Detection Based on Structural Relationship Graph Representation Learning.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Superpixel-Based Collaborative and Low-Rank Regularization for Sparse Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Unsupervised Change Detection in Multitemporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network.

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[DOI]

IEEE Trans. Cybern., 2022

Asymmetric Weighted Logistic Metric Learning for Hyperspectral Target Detection.

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[DOI]

IEEE Trans. Cybern., 2022

Hyperspectral Anomaly Detection Based on Machine Learning: An Overview.

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[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Symmetric Information-Theoretic Metric Learning for Target Detection in Hyperspectral Imagery.

[BibT_eX]

[DOI]

Yanni Dong

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

A Siamese Network Based U-Net for Change Detection in High Resolution Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Neural architecture search via reference point based multi-objective evolutionary algorithm.

[BibT_eX]

[DOI]

Lyuyang Tong

Pattern Recognit., 2022

Robust face alignment by dual-attentional spatial-aware capsule networks.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

An End-to-end Supervised Domain Adaptation Framework for Cross-Domain Change Detection.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

LocalDrop: A Hybrid Regularization for Deep Neural Networks.

[BibT_eX]

[DOI]

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

FCL-Net: Towards accurate edge detection via Fine-scale Corrective Learning.

[BibT_eX]

[DOI]

Neural Networks, 2022

Adaptive density peaks clustering: Towards exploratory EEG analysis.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

A novel myocardial infarction localization method using multi-branch DenseNet and spatial matching-based active semi-supervised learning.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Deep multi-scale attention network for RNA-binding proteins prediction.

[BibT_eX]

[DOI]

Ziyi Liu

Fulin Luo

Inf. Sci., 2022

Interest Evolution-driven Gated Neighborhood aggregation representation for dynamic recommendation in e-commerce.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2022

OASIS: One-pass aligned atlas set for medical image segmentation.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Weakly-Supervised Semantic Segmentation with Visual Words Learning and Hybrid Pooling.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2022

I3CL: Intra- and Inter-Instance Collaborative Learning for Arbitrary-Shaped Scene Text Detection.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2022

Parallel discriminative subspace for city target detection from high dimension images.

[BibT_eX]

[DOI]

GeoInformatica, 2022

Diff-Font: Diffusion Model for Robust One-Shot Font Generation.

[BibT_eX]

[DOI]

CoRR, 2022

Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE.

[BibT_eX]

[DOI]

CoRR, 2022

PANDA: Prompt Transfer Meets Knowledge Distillation for Efficient Model Adaptation.

[BibT_eX]

[DOI]

CoRR, 2022

Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model.

[BibT_eX]

[DOI]

CoRR, 2022

Comprehensive Graph Gradual Pruning for Sparse Training in Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2022

CLNode: Curriculum Learning for Node Classification.

[BibT_eX]

[DOI]

CoRR, 2022

E2S2: Encoding-Enhanced Sequence-to-Sequence Pretraining for Language Understanding and Generation.

[BibT_eX]

[DOI]

CoRR, 2022

Robust Weight Perturbation for Adversarial Training.

[BibT_eX]

[DOI]

CoRR, 2022

An End-to-end Supervised Domain Adaptation Framework for Cross-Domain Change Detection.

[BibT_eX]

[DOI]

CoRR, 2022

Multi-Tailed Vision Transformer for Efficient Inference.

[BibT_eX]

[DOI]

Yunke Wang

CoRR, 2022

Dual-branch Density Ratio Estimation for Signed Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Masked Graph Auto-Encoder Constrained Graph Pooling.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

VF-PS: How to Select Important Participants in Vertical Federated Learning, Efficiently and Securely?

[BibT_eX]

[DOI]

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

Robust Metric Boosts Transfer.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

Knowledge Graph enhanced Multimodal Learning for Few-shot Visual Recognition.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

Symmetric Uncertainty-Aware Feature Transmission for Depth Super-Resolution.

[BibT_eX]

[DOI]

Wuxuan Shi

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

Pyramidal Transformer with Conv-Patchify for Person Re-identification.

[BibT_eX]

[DOI]

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

Few-Shot Model Agnostic Federated Learning.

[BibT_eX]

[DOI]

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

Leveraging GAN Priors for Few-Shot Part Segmentation.

[BibT_eX]

[DOI]

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

Sketch Transformer: Asymmetrical Disentanglement Learning from Dynamic Synthesis.

[BibT_eX]

[DOI]

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

Rotation Invariant Transformer for Recognizing Object in UAVs.

[BibT_eX]

[DOI]

Shuoyi Chen

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

LSSANet: A Long Short Slice-Aware Network for Pulmonary Nodule Detection.

[BibT_eX]

[DOI]

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

What Makes for Automatic Reconstruction of Pulmonary Segments.

[BibT_eX]

[DOI]

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

Pulmonary Nodule Classification with Multi-View Convolutional Vision Transformer.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Self-supervised Learning Based on Max-tree Representation for Medical Image Segmentation.

[BibT_eX]

[DOI]

Qian Tang

Yongchao Xu

Proceedings of the International Joint Conference on Neural Networks, 2022

Self-paced Supervision for Multi-source Domain Adaptation.

[BibT_eX]

[DOI]

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

Hybrid Vision Transformer Model for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Jiaqi Yang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Multi-Temporal Spatial-Spectral Comparison Network For Hyperspectral Anomalous Change Detection.

[BibT_eX]

[DOI]

Meiqi Hu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers.

[BibT_eX]

[DOI]

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

Multi-marginal Contrastive Learning for Multilabel Subcellular Protein Localization.

[BibT_eX]

[DOI]

Ziyi Liu

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

Learn from Others and Be Yourself in Heterogeneous Federated Learning.

[BibT_eX]

[DOI]

Wenke Huang

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

Visual Semantics Allow for Textual Reasoning Better in Scene Text Recognition.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Resistance Training Using Prior Bias: Toward Unbiased Scene Graph Generation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Incorporating Distribution Matching into Uncertainty for Multiple Kernel Active Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Multi-Task Learning for Registering Images With Large Deformation.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2021

Self-Attention Context Network: Addressing the Threat of Adversarial Attacks for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

HRSiam: High-Resolution Siamese Network, Towards Space-Borne Satellite Video Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Multi-Temporal Scene Classification and Scene Change Detection With Correlation Based Fusion.

[BibT_eX]

[DOI]

Lixiang Ru

IEEE Trans. Image Process., 2021

Two-Stream Convolutional Networks for Hyperspectral Target Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Single-Spectrum-Driven Binary-Class Sparse Representation Target Detector for Hyperspectral Imagery.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Enhanced Multiscale Feature Fusion Network for HSI Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Assessing the Threat of Adversarial Examples on Deep Neural Networks for Remote Sensing Scene Classification: Attacks and Defenses.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Hyperspectral Endmember Extraction by (μ + λ) Multiobjective Differential Evolution Algorithm Based on Ranking Multiple Mutations.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Adapting the Dark Target Algorithm to Advanced MERSI Sensor on the FengYun-3-D Satellite: Retrieval and Validation of Aerosol Optical Depth Over Land.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Correction to "Scene-Driven Multitask Parallel Attention Network for Building Extraction in High-Resolution Remote Sensing Images".

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Scene-Driven Multitask Parallel Attention Network for Building Extraction in High-Resolution Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Nonlocal Low-Rank Tensor Completion for Visual Data.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Spectral-Spatial Weighted Kernel Manifold Embedded Distribution Alignment for Remote Sensing Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Traffic Density Reduction Caused by City Lockdowns Across the World During the COVID-19 Epidemic: From the View of High-Resolution Remote Sensing Imagery.

[BibT_eX]

[DOI]

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

Hyperspectral Anomaly Change Detection Based on Autoencoder.

[BibT_eX]

[DOI]

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

Scale-Robust Deep-Supervision Network for Mapping Building Footprints From High-Resolution Remote Sensing Images.

[BibT_eX]

[DOI]

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

An Endmember Bundle Extraction Method Based on Multiscale Sampling to Address Spectral Variability for Hyperspectral Unmixing.

[BibT_eX]

[DOI]

Remote. Sens., 2021

Semi-Supervised Multi-View Deep Discriminant Representation Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Learning to reweight examples in multi-label classification.

[BibT_eX]

[DOI]

Yongjian Zhong

Neural Networks, 2021

Edge-Learning-Enabled Realistic Touch and Stable Communication for Remote Haptic Display.

[BibT_eX]

[DOI]

IEEE Netw., 2021

Learning adaptive updating siamese network for visual tracking.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2021

Designing and training of a dual CNN for image denoising.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

An effective multi-model fusion method for EEG-based sleep stage classification.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

A hybrid neural network approach to combine textual information and rating information for item recommendation.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2021

Adversarial strategy for transductive zero-shot learning.

[BibT_eX]

[DOI]

Youfa Liu

Fuchuan Ni

Inf. Sci., 2021

MixSiam: A Mixture-based Approach to Self-supervised Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2021

SGEN: Single-cell Sequencing Graph Self-supervised Embedding Network.

[BibT_eX]

[DOI]

CoRR, 2021

Unsupervised Domain Adaptation for Semantic Segmentation via Low-level Edge Information Transfer.

[BibT_eX]

[DOI]

CoRR, 2021

Towards Deep and Efficient: A Deep Siamese Self-Attention Fully Efficient Convolutional Network for Change Detection in VHR Images.

[BibT_eX]

[DOI]

Hongruixuan Chen

CoRR, 2021

Spectral-Spatial Graph Reasoning Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Di Wang

CoRR, 2021

Transportation Density Reduction Caused by City Lockdowns Across the World during the COVID-19 Epidemic: From the View of High-resolution Remote Sensing Imagery.

[BibT_eX]

[DOI]

CoRR, 2021

MFB-LANN: A lightweight and updatable myocardial infarction diagnosis system based on convolutional neural networks and active learning.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2021

An investigation of traffic density changes inside Wuhan during the COVID-19 epidemic with GF-2 time-series images.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2021

WePerson: Learning a Generalized Re-identification Model from All-weather Virtual Data.

[BibT_eX]

[DOI]

He Li

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

Robust Deep Multi-task Learning Framework for Cancer Survival Analysis.

[BibT_eX]

[DOI]

Shuang Yun

Yuren Mao

Proceedings of the International Joint Conference on Neural Networks, 2021

Self-supervised Contrastive Learning for EEG-based Sleep Staging.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

MRNet: a Multi-scale Residual Network for EEG-based Sleep Staging.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Robust Adversarial Imitation Learning via Adaptively-Selected Demonstrations.

[BibT_eX]

[DOI]

Yunke Wang

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Learning Visual Words for Weakly-Supervised Semantic Segmentation.

[BibT_eX]

[DOI]

Lixiang Ru

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Adversarial Fine-Grained Adaptation Network for Cross-Scene Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

EDLAD: An Encoder-Decoder Long Short-Term Memory Network-Based Anomaly Detector for Hyperspectral Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

How to Construct a Deep Network-Based Hyperspectral Target Detector? - A LSTM Inspired Method.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Automatically Adjustable Multi-Scale Feature Extraction Framework for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Learning to Weight Imperfect Demonstrations.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Dual-Regularization Complementary Learning for Image Classification.

[BibT_eX]

[DOI]

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

Structure-Aware Stabilization of Adversarial Robustness with Massive Contrastive Adversaries.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

DeepFake MNIST+: A DeepFake Facial Animation Dataset.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Federated Learning for Non-IID Data via Unified Feature Learning and Optimization Objective Alignment.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Channel Augmented Joint Learning for Visible-Infrared Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Not All Operations Contribute Equally: Hierarchical Operation-adaptive Predictor for Neural Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Multi-subband and Multi-subepoch Time Series Feature Learning for EEG-based Sleep Stage Classification.

[BibT_eX]

[DOI]

Proceedings of the International IEEE Joint Conference on Biometrics, 2021

GaussianPath: A Bayesian Multi-Hop Reasoning Framework for Knowledge Graph Reasoning.

[BibT_eX]

[DOI]

Guojia Wan

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

RNA Secondary Structure Representation Network for RNA-proteins Binding Prediction.

[BibT_eX]

[DOI]

Ziyi Liu

Fulin Luo

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

2020

Adaptive knowledge subgraph ensemble for robust and trustworthy knowledge graph completion.

[BibT_eX]

[DOI]

World Wide Web, 2020

Domain Adaptation With Neural Embedding Matching.

[BibT_eX]

[DOI]

Yuhong Guo

IEEE Trans. Neural Networks Learn. Syst., 2020

LogDet Metric-Based Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Iterative Privileged Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Boundary-Weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2020

Learning From Synthetic Images via Active Pseudo-Labeling.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Multistage GAN for Fabric Defect Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Homologous Component Analysis for Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

ASTS: A Unified Framework for Arbitrary Shape Text Spotting.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Multiscale Dynamic Graph Convolutional Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Dimensionality Reduction With Enhanced Hybrid-Graph Discriminant Learning for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Change Detection in Multisource VHR Images via Deep Siamese Convolutional Multiple-Layers Recurrent Neural Network.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

A Subspace Selection-Based Discriminative Forest Method for Hyperspectral Anomaly Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Beyond the Patchwise Classification: Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2020

MeMu: Metric correlation Siamese network and multi-class negative sampling for visual tracking.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Unsupervised domain adaptive re-identification: Theory and practice.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Robust face alignment by cascaded regression and de-occlusion.

[BibT_eX]

[DOI]

Neural Networks, 2020

A target response adaptive correlation filter tracker with spatial attention.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2020

A Low-Rank and Sparse Matrix Decomposition- Based Dictionary Reconstruction and Anomaly Extraction Framework for Hyperspectral Anomaly Detection.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2020

Global context based automatic road segmentation via dilated convolutional neural network.

[BibT_eX]

[DOI]

Inf. Sci., 2020

Bi-adapting kernel learning for unsupervised domain adaptation.

[BibT_eX]

[DOI]

Neurocomputing, 2020

SemiText: Scene text detection with semi-supervised learning.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Spatial-spectral weighted nuclear norm minimization for hyperspectral image denoising.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Hybrid method for automatic construction of 3D-ASM image intensity models for left ventricle.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Real-time visual tracking using complementary kernel support correlation filters.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2020

Matrix Completion with Noise via Leveraged Sampling.

[BibT_eX]

[DOI]

Xinjian Huang

Weiwei Liu

CoRR, 2020

Hyperspectral Anomaly Change Detection Based on Auto-encoder.

[BibT_eX]

[DOI]

CoRR, 2020

Asymmetric Siamese Networks for Semantic Change Detection.

[BibT_eX]

[DOI]

CoRR, 2020

A Measurement of Transportation Ban inside Wuhan on the COVID-19 Epidemic by Vehicle Detection in Remote Sensing Imagery.

[BibT_eX]

[DOI]

CoRR, 2020

DSDANet: Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection.

[BibT_eX]

[DOI]

CoRR, 2020

Self-supervised Training of Graph Convolutional Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection in Multispectral Images.

[BibT_eX]

[DOI]

CoRR, 2020

RNN-based signal classification for hybrid audio data compression.

[BibT_eX]

[DOI]

Computing, 2020

Robust learning with imperfect privileged information.

[BibT_eX]

[DOI]

Artif. Intell., 2020

Unified multi-scale feature abstraction for medical image segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2020: Image Processing, 2020

Parallel DNN Inference Framework Leveraging a Compact RISC-V ISA-based Multi-core System.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

TextFuseNet: Scene Text Detection with Richer Fused Features.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Multichannel Color Image Denoising via Weighted Schatten p-norm Minimization.

[BibT_eX]

[DOI]

Xinjian Huang

Weiwei Liu

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Compressed Self-Attention for Deep Metric Learning with Low-Rank Approximation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Positive Unlabeled Learning with Class-prior Approximation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Recurrent Feature Reasoning for Image Inpainting.

[BibT_eX]

[DOI]

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

Tchebycheff Procedure for Multi-task Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Reinforcement Learning Based Meta-Path Discovery in Large-Scale Heterogeneous Information Networks.

[BibT_eX]

[DOI]

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

Temporal Network Embedding with High-Order Nonlinear Information.

[BibT_eX]

[DOI]

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

Compressed Self-Attention for Deep Metric Learning.

[BibT_eX]

[DOI]

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

2019

IQGA: A route selection method based on quantum genetic algorithm- toward urban traffic management under big data environment.

[BibT_eX]

[DOI]

World Wide Web, 2019

Hyperspectral Imagery Classification via Stochastic HHSVMs.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Endmember Extraction From Highly Mixed Data Using Linear Mixture Model Constrained Particle Swarm Optimization.

[BibT_eX]

[DOI]

Yanguo Fan

IEEE Trans. Geosci. Remote. Sens., 2019

An Improved Multiobjective Discrete Particle Swarm Optimization for Hyperspectral Endmember Extraction.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Can We Track Targets From Space? A Hybrid Kernel Correlation Filter Tracker for Satellite Video.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Tracking Objects From Satellite Videos: A Velocity Feature Based Correlation Filter.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

On Gleaning Knowledge From Cross Domains by Sparse Subspace Correlation Analysis for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

An Improved Quantum-Behaved Particle Swarm Optimization for Endmember Extraction.

[BibT_eX]

[DOI]

Qiuci Wei

IEEE Trans. Geosci. Remote. Sens., 2019

Unsupervised Deep Slow Feature Analysis for Change Detection in Multi-Temporal Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Feature Learning Using Spatial-Spectral Hypergraph Discriminant Analysis for Hyperspectral Image.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Robust Graph-Based Semisupervised Learning for Noisy Labeled Data via Maximum Correntropy Criterion.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Target Dictionary Construction-Based Sparse Representation Hyperspectral Target Detection Methods.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Multitask Learning-Based Reliability Analysis for Hyperspectral Target Detection.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Advanced Multi-Sensor Optical Remote Sensing for Urban Land Use and Land Cover Classification: Outcome of the 2018 IEEE GRSS Data Fusion Contest.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Object Tracking in Satellite Videos Based on a Multiframe Optical Flow Tracker.

[BibT_eX]

[DOI]

Shihan Cai

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

ANSGA-III: A Multiobjective Endmember Extraction Algorithm for Hyperspectral Images.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

A robust dimensionality reduction and matrix factorization framework for data clustering.

[BibT_eX]

[DOI]

Ruyue Li

Lefei Zhang

Pattern Recognit. Lett., 2019

A posterior evaluation algorithm of steganalysis accuracy inspired by residual co-occurrence probability.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

An unsupervised parameter learning model for RVFL neural network.

[BibT_eX]

[DOI]

Neural Networks, 2019

Binary-Class Collaborative Representation for Target Detection in Hyperspectral Images.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2019

Domain Adaptation With Discriminative Distribution and Manifold Embedding for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2019

Towards a real-time production of immersive spatial audio of high individuality with an RBF neural network.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2019

Hyperspectral image unsupervised classification by robust manifold matrix factorization.

[BibT_eX]

[DOI]

Inf. Sci., 2019

Robust correlation filter tracking with multi-scale spatial view.

[BibT_eX]

[DOI]

Neurocomputing, 2019

On combining active and transfer learning for medical data classification.

[BibT_eX]

[DOI]

IET Comput. Vis., 2019

Unsupervised Change Detection in Multi-temporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network.

[BibT_eX]

[DOI]

CoRR, 2019

OASIS: One-pass aligned Atlas Set for Image Segmentation.

[BibT_eX]

[DOI]

CoRR, 2019

Multi-hop Convolutions on Weighted Graphs.

[BibT_eX]

[DOI]

CoRR, 2019

Multi-scale Dynamic Graph Convolutional Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

CoRR, 2019

IEEE Access Special Section Editorial: Advanced Data Analytics for Large-Scale Complex Data Environments.

[BibT_eX]

[DOI]

IEEE Access, 2019

Prostate MR Image Segmentation With Self-Attention Adversarial Training Based on Wasserstein Distance.

[BibT_eX]

[DOI]

IEEE Access, 2019

Deep Canonical Correlation Analysis Network for Scene Change Detection of Multi-Temporal VHR Imagery.

[BibT_eX]

[DOI]

Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019

Deep Siamese Multi-scale Convolutional Network for Change Detection in Multi-temporal VHR Images.

[BibT_eX]

[DOI]

Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019

A Study for Hyperspectral Anomaly Change Detection on "Viareggio 2013 Trial" Dataset.

[BibT_eX]

[DOI]

Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019

Reinforced Transformer for Medical Image Captioning.

[BibT_eX]

[DOI]

Yuxuan Xiong

Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

Link Prediction with Signed Latent Factors in Signed Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

DAML: Dual Attention Mutual Learning between Ratings and Reviews for Item Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Accelerated Inference Framework of Sparse Neural Network Based on Nested Bitmask Structure.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

MUSICAL: Multi-Scale Image Contextual Attention Learning for Inpainting.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Pseudo Supervised Matrix Factorization in Discriminative Subspace.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Simultaneous Segmentation and Edge Detection for Hyperspectral Image Via a Deep Supervised and boundary-constrained Network.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Scene Change Detection VIA Deep Convolution Canonical Correlation Analysis Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Building Extraction From Remote Sensing Image With Privileged Information.

[BibT_eX]

[DOI]

Xue Li

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Sparse Autoencoder Based Hyperspectral Anomaly Detection Algorihtm Using Residual of Reconstruction Error.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

PASiam: Predicting Attention Inspired Siamese Network, for Space-Borne Satellite Video Tracking.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Self-Paced Subspace Clustering.

[BibT_eX]

[DOI]

Youfa Liu

Lefei Zhang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Social Trust Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Progressive Reconstruction of Visual Structure for Image Inpainting.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Fast Spatio-Temporal Residual Network for Video Super-Resolution.

[BibT_eX]

[DOI]

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

Leveraging Ratings and Reviews with Gating Mechanism for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Long-short Distance Aggregation Networks for Positive Unlabeled Graph Learning.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation.

[BibT_eX]

[DOI]

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

2018

Channel dynamic adjustment in data broadcast.

[BibT_eX]

[DOI]

World Wide Web, 2018

RPPM: A Request Pre-Processing Method for Real-Time On-Demand Data Broadcast Scheduling.

[BibT_eX]

[DOI]

Zhenyu Qiu

Wenbin Hu

IEEE Trans. Mob. Comput., 2018

Multi-Task Learning for Blind Source Separation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Spectral-Spatial Unified Networks for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

BASO: A Background-Anomaly Component Projection and Separation Optimized Filter for Anomaly Detection in Hyperspectral Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

Unsupervised Scene Change Detection via Latent Dirichlet Allocation and Multivariate Alteration Detection.

[BibT_eX]

[DOI]

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

A Bandwise Noise Model Combined With Low-Rank Matrix Factorization for Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

Zhiqiang Huang

Nan Wang

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

A Randomized Subspace Learning Based Anomaly Detector for Hyperspectral Imagery.

[BibT_eX]

[DOI]

Remote. Sens., 2018

Hyperspectral Target Detection via Adaptive Information - Theoretic Metric Learning with Local Constraints.

[BibT_eX]

[DOI]

Remote. Sens., 2018

An urban traffic simulation model for traffic congestion predicting and avoiding.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2018

Object Tracking in Satellite Videos by Fusing the Kernel Correlation Filter and the Three-Frame-Difference Algorithm.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2018

Shape prior constrained PSO model for bladder wall MRI segmentation.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Hyperspectral image target detection via integrated background suppression with adaptive weight selection.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Object Tracking in Satellite Videos Based on a Multi-Frame Optical Flow Tracker.

[BibT_eX]

[DOI]

CoRR, 2018

Exploiting Interslice Correlation for MRI Prostate Image Segmentation, from Recursive Neural Networks Aspect.

[BibT_eX]

[DOI]

Complex., 2018

Archetypal analysis for endmember bundle extraction considering spectral variability.

[BibT_eX]

[DOI]

Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

A Deep Learning Health Data Analysis Approach: Automatic 3D Prostate MR Segmentation with Densely-Connected Volumetric ConvNets.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Matrix completion with Preference Ranking for Top-N Recommendation.

[BibT_eX]

[DOI]

Yuhong Guo

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

R-SVM+: Robust Learning with Privileged Information.

[BibT_eX]

[DOI]

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

Multi-Priori Learning Algorithm for Hyperspectral Target Detection.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Can We Generate Good Samples for Hyperspectral Classification? - A Generative Adversarial Network Based Method.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Multi-Source Remote Sensing Data Classification via Fully Convolutional Networks and Post-Classification Processing.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Discriminant Spatial-Spectral Hypergraph Learning for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Probabilistic Graph Embedding for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

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

TLR: Transfer Latent Representation for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

VCF: Velocity Correlation Filter, Towards Space-Borne Satellite Video Tracking.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Independent Feature and Label Components for Multi-label Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Defect Detection from UAV Images Based on Region-Based CNNs.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Nonlocal Patch Based t-SVD for Image Inpainting: Algorithm and Error Analysis.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

An event detection method for social networks based on hybrid link prediction and quantum swarm intelligent.

[BibT_eX]

[DOI]

World Wide Web, 2017

PLTD: Patch-Based Low-Rank Tensor Decomposition for Hyperspectral Images.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Robust Dual Clustering with Adaptive Manifold Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Nodes' Evolution Diversity and Link Prediction in Social Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Robust and Discriminative Labeling for Multi-Label Active Learning Based on Maximum Correntropy Criterion.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Hyperspectral Anomaly Detection via a Sparsity Score Estimation Framework.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Joint Sparse Representation and Multitask Learning for Hyperspectral Target Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Kernel Slow Feature Analysis for Scene Change Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

A Novel Semisupervised Active-Learning Algorithm for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Unsupervised-Restricted Deconvolutional Neural Network for Very High Resolution Remote-Sensing Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

A Sparse and Low-Rank Near-Isometric Linear Embedding Method for Feature Extraction in Hyperspectral Imagery Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Dimensionality Reduction and Classification of Hyperspectral Images Using Ensemble Discriminative Local Metric Learning.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

Stacked Convolutional Denoising Auto-Encoders for Feature Representation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Exploring Representativeness and Informativeness for Active Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

A Novel Endmember Extraction Method for Hyperspectral Imagery Based on Quantum-Behaved Particle Swarm Optimization.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Iterative Reweighting Heterogeneous Transfer Learning Framework for Supervised Remote Sensing Image Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Exploring Locally Adaptive Dimensionality Reduction for Hyperspectral Image Classification: A Maximum Margin Metric Learning Aspect.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

IBRS: An Iterative Background Reconstruction and Suppression Framework for Hyperspectral Target Detection.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Real-time tracking based on weighted compressive tracking and a cognitive memory model.

[BibT_eX]

[DOI]

Signal Process., 2017

Hyperspectral Target Detection via Adaptive Joint Sparse Representation and Multi-Task Learning with Locality Information.

[BibT_eX]

[DOI]

Remote. Sens., 2017

A Mutation Operator Accelerated Quantum-Behaved Particle Swarm Optimization Algorithm for Hyperspectral Endmember Extraction.

[BibT_eX]

[DOI]

Remote. Sens., 2017

Multiobjective Optimized Endmember Extraction for Hyperspectral Image.

[BibT_eX]

[DOI]

Remote. Sens., 2017

Combining local and global: Rich and robust feature pooling for visual recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

On Combining Social Media and Spatial Technology for POI Cognition and Image Localization.

[BibT_eX]

[DOI]

Proc. IEEE, 2017

Independent Encoding Joint Sparse Representation and Multitask Learning for Hyperspectral Target Detection.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2017

Spatially Adaptive Sparse Representation for Target Detection in Hyperspectral Images.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2017

GPU Parallel Implementation of Isometric Mapping for Hyperspectral Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2017

Real-time traffic jams prediction inspired by Biham, Middleton and Levine (BML) model.

[BibT_eX]

[DOI]

Inf. Sci., 2017

LAM<sup>3</sup>L: Locally adaptive maximum margin metric learning for visual data classification.

[BibT_eX]

[DOI]

Neurocomputing, 2017

A multi-task convolutional neural network for mega-city analysis using very high resolution satellite imagery and geospatial data.

[BibT_eX]

[DOI]

Fan Zhang

CoRR, 2017

Stochastic Decorrelation Constraint Regularized Auto-Encoder for Visual Recognition.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Deeply-supervised CNN for prostate segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Multi-class active learning: A hybrid informative and representative criterion inspired approach.

[BibT_eX]

[DOI]

Lefei Zhang

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Adaptive Manifold Regularized Matrix Factorization for Data Clustering.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

On Gleaning Knowledge from Multiple Domains for Active Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Multiobjective endmember extraction for hyperspectral image.

[BibT_eX]

[DOI]

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

A Band Grouping Based LSTM Algorithm for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

An Unsupervised Domain Adaptation Algorithm Based on Canonical Correlation Analysis.

[BibT_eX]

[DOI]

Pan Xiao

Xue Li

Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

A Low-Rank Total-Variation Regularized Tensor Completion Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

Robust Manifold Matrix Factorization for Joint Clustering and Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Beyond the Sparsity-Based Target Detector: A Hybrid Sparsity and Statistics-Based Detector for Hyperspectral Images.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Beyond Background Feature Extraction: An Anomaly Detection Algorithm Inspired by Slowly Varying Signal Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Multidomain Subspace Classification for Hyperspectral Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Weakly Supervised Learning Based on Coupled Convolutional Neural Networks for Aircraft Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

A Low-Rank and Sparse Matrix Decomposition-Based Mahalanobis Distance Method for Hyperspectral Anomaly Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Scene Classification via a Gradient Boosting Random Convolutional Network Framework.

[BibT_eX]

[DOI]

Fan Zhang

IEEE Trans. Geosci. Remote. Sens., 2016

A Three-Step Approach for TLS Point Cloud Classification.

[BibT_eX]

[DOI]

P. Takis Mathiopoulos

IEEE Trans. Geosci. Remote. Sens., 2016

A spectral-spatial based local summation anomaly detection method for hyperspectral images.

[BibT_eX]

[DOI]

Signal Process., 2016

Hyperspectral Unmixing via Double Abundance Characteristics Constraints Based NMF.

[BibT_eX]

[DOI]

Remote. Sens., 2016

Hierarchical feature learning with dropout k-means for hyperspectral image classification.

[BibT_eX]

[DOI]

Neurocomputing, 2016

An image-based endmember bundle extraction algorithm using reconstruction error for hyperspectral imagery.

[BibT_eX]

[DOI]

Neurocomputing, 2016

A batch-mode active learning framework by querying discriminative and representative samples for hyperspectral image classification.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Optimal parameters based stochastic dot model for tone compensation of dither matrix.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Hyperspectral signal unmixing based on constrained non-negative matrix factorization approach.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Efficient compressive sensing tracking via mixed classifier decision.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2016

A swarm intelligent method for traffic light scheduling: application to real urban traffic networks.

[BibT_eX]

[DOI]

Appl. Intell., 2016

GSEAD: Graphical score estimation for hyperspectral anomaly detection.

[BibT_eX]

[DOI]

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

The linear mixed model constrained particle swarm optimization for hyperspectral endmember extraction from highly mixed data.

[BibT_eX]

[DOI]

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Feature extraction using near-isometric linear embeddings for hyperspectral imagery classification.

[BibT_eX]

[DOI]

Weiwei Sun

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

A Low-Rank Tensor Decomposition Based Hyperspectral Image Compression Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

On Combining Compressed Sensing and Sparse Representations for Object Tracking.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Sparse tensor discriminative locality alignment for gait recognition.

[BibT_eX]

[DOI]

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

Denoising auto-encoders toward robust unsupervised feature representation.

[BibT_eX]

[DOI]

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

BRAD: Background regression based hyperspectral anomaly detection, a k-nn score estimation aspect.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

A quantum-behaved particle swarm optimization for hyperspectral endmember extraction.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Multiview clustering based on Robust and Regularized Matrix Approximation.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Regularizing Deep Convolutional Neural Networks with a Structured Decorrelation Constraint.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Multi-label Active Learning Based on Maximum Correntropy Criterion: Towards Robust and Discriminative Labeling.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

2015

An on-demanded data broadcasting scheduling considering the data item size.

[BibT_eX]

[DOI]

Wirel. Networks, 2015

An on-demand data broadcasting scheduling algorithm based on dynamic index strategy.

[BibT_eX]

[DOI]

Wirel. Commun. Mob. Comput., 2015

Spatial Coherence-Based Batch-Mode Active Learning for Remote Sensing Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Saliency-Guided Unsupervised Feature Learning for Scene Classification.

[BibT_eX]

[DOI]

Fan Zhang

IEEE Trans. Geosci. Remote. Sens., 2015

A Sparse Representation-Based Binary Hypothesis Model for Target Detection in Hyperspectral Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2015

An Abundance Characteristic-Based Independent Component Analysis for Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2015

Domain Adaptation for Remote Sensing Image Classification: A Low-Rank Reconstruction and Instance Weighting Label Propagation Inspired Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2015

A Nonlinear Sparse Representation-Based Binary Hypothesis Model for Hyperspectral Target Detection.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

An Image-Based Endmember Bundle Extraction Algorithm Using Both Spatial and Spectral Information.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Band Selection Using Improved Sparse Subspace Clustering for Hyperspectral Imagery Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Target Detection Based on Random Forest Metric Learning.

[BibT_eX]

[DOI]

Yanni Dong

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

An outer-inner fuzzy cellular automata algorithm for dynamic uncertainty multi-project scheduling problem.

[BibT_eX]

[DOI]

Soft Comput., 2015

A sparse and discriminative tensor to vector projection for human gait feature representation.

[BibT_eX]

[DOI]

Signal Process., 2015

A hypothesis independent subpixel target detector for hyperspectral Images.

[BibT_eX]

[DOI]

Signal Process., 2015

Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

一种基于背景自学习的高光谱图像生物信息提取方法 (Background Self-learning Framework for Bio Information Extraction from Hyperspectral Images).

[BibT_eX]

[DOI]

计算机科学, 2015

基于类别可分性的高光谱图像波段选择 (Supervised Band Selection Based on Class Separability for Hyperspectral Image).

[BibT_eX]

[DOI]

计算机科学, 2015

Compression of hyperspectral remote sensing images by tensor approach.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Hyperspectral anomaly change detection with slow feature analysis.

[BibT_eX]

[DOI]

Neurocomputing, 2015

A sparse self-representation method for band selection in hyperspectral imagery classification.

[BibT_eX]

[DOI]

Weiwei Sun

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

A Hybrid Cellular Automaton Mechanism Inspired Approach for Dynamic and Real-Time Traffic Lights Scheduling.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015

SISTOR: A statistics-inspired sparsity target detector for hyperspectral images.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Local decision maximum margin metric learning for hyperspectral target detection.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

MMFE: Multitask Multiview Feature Embedding.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

R2FP: Rich and Robust Feature Pooling for Mining Visual Data.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

On Exploring a Virtual Agent Negotiation Inspired Approach for Route Guidance in Urban Traffic Networks.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

On Exploring a Quantum Particle Swarm Optimization Method for Urban Traffic Light Scheduling.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

Batch Mode Active Learning for Geographical Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

2014

Hyperspectral Remote Sensing Image Subpixel Target Detection Based on Supervised Metric Learning.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

Automatic Radiometric Normalization for Multitemporal Remote Sensing Imagery With Iterative Slow Feature Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

Slow Feature Analysis for Change Detection in Multispectral Imagery.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

A Discriminative Metric Learning Based Anomaly Detection Method.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

Spatial-Spectral Information Based Abundance-Constrained Endmember Extraction Methods.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

An Automatic Robust Iteratively Reweighted Unstructured Detector for Hyperspectral Imagery.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

A Robust Nonlinear Hyperspectral Anomaly Detection Approach.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Target detection based on a dynamic subspace.

[BibT_eX]

[DOI]

Pattern Recognit., 2014

Regularization Framework for Target Detection in Hyperspectral Imagery.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2014

A novel algorithm based on the unified neutral theory of biodiversity and biogeography model for block allocation of outbound container.

[BibT_eX]

[DOI]

Wenbin Hu

Zhenyu Min

Int. J. Comput. Integr. Manuf., 2014

Slow feature analysis for hyperspectral change detection.

[BibT_eX]

[DOI]

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

A K-L divergence constrained sparse NMF for hyperspectral signal unmixing.

[BibT_eX]

[DOI]

Proceedings of the Proceedings IEEE International Conference on Security, 2014

Hyperspectral biological images compression based on multiway tensor projection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

2013

Semisupervised Discriminative Locally Enhanced Alignment for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2013

A Subspace-Based Change Detection Method for Hyperspectral Images.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

A Kernel-Based Target-Constrained Interference-Minimized Filter for Hyperspectral Sub-Pixel Target Detection.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

An Endmember Dissimilarity Constrained Non-Negative Matrix Factorization Method for Hyperspectral Unmixing.

[BibT_eX]

[DOI]

Nan Wang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

A Background Self-Learning Framework for Unstructured Target Detectors.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2013

Unsupervised transfer learning for target detection from hyperspectral images.

[BibT_eX]

[DOI]

Neurocomputing, 2013

A Hybrid Chaos-Particle Swarm Optimization Algorithm for the Vehicle Routing Problem with Time Window.

[BibT_eX]

[DOI]

Entropy, 2013

A spatial filter based framework for target detection in hyperspectral imagery.

[BibT_eX]

[DOI]

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Endmember extraction analysis considering endmember variability.

[BibT_eX]

[DOI]

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Nonnegative Discriminative Manifold Learning for Hyperspectral Data Dimension Reduction.

[BibT_eX]

[DOI]

Proceedings of the Intelligence Science and Big Data Engineering, 2013

Hyperspectral Medical Images Unmixing for Cancer Screening Based on Rotational Independent Component Analysis.

[BibT_eX]

[DOI]

Proceedings of the Intelligence Science and Big Data Engineering, 2013

Spatial correlated information based batch mode active learning method for remote sensing image classification.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

An Automatic Relative Radiometric Correction Method Based on Slow Feature Analysis.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Image and Graphics, 2013

2012

Recent advances in hyperspectral image processing.

[BibT_eX]

[DOI]

Geo spatial Inf. Sci., 2012

A method for object identification in multispectral image based on tensor approach.

[BibT_eX]

[DOI]

Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

An endmember extraction framework based on abundance constraint.

[BibT_eX]

[DOI]

Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

Targeted change detection for stacked multi-temporal hyperspectral image.

[BibT_eX]

[DOI]

Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

An endmember dissimilarity based Non-negative Matrix Factorization method for hyperspectral unmixing.

[BibT_eX]

[DOI]

Nan Wang

Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

A local subspace based nonlinear target detector.

[BibT_eX]

[DOI]

Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

An novel active learning strategy for hyperspectral image classification.

[BibT_eX]

[DOI]

Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

A spectral dissimilarity constrained nonnegative matrix factorization based cancer screening algorithm from hyperspectral fluorescence images.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computerized Healthcare, 2012

Image denoising based on learning over-complete dictionary.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

2011

Random-Selection-Based Anomaly Detector for Hyperspectral Imagery.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2011

2010

Hybrid Detectors Based on Selective Endmembers.

[BibT_eX]

[DOI]

Yanfei Zhong

IEEE Trans. Geosci. Remote. Sens., 2010

2009

A Structured Sub-pixel Target Detector for Hyperspectral Imagery.

[BibT_eX]

[DOI]

Yong Chen