Junzhou Huang

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

Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Hierarchical Transformer for Survival Prediction Using Multimodality Whole Slide Images and Genomics.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Local Augmentation for Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Frustratingly Easy Transferability Estimation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Energy-Based Learning for Cooperative Games, with Applications to Valuation Problems in Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Equivariant Graph Mechanics Networks with Constraints.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Finding Critical Users in Social Communities via Graph Convolutions (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Vision-Language Pre-Training with Triple Contrastive Learning.

[BibT_eX]

[DOI]

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

Multimodal Dynamics: Dynamical Fusion for Trustworthy Multimodal Classification.

[BibT_eX]

[DOI]

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

Node-aligned Graph Convolutional Network for Whole-slide Image Representation and Classification.

[BibT_eX]

[DOI]

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

Robust self-training strategy for various molecular biology prediction tasks.

[BibT_eX]

[DOI]

Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022

MoDNA: motif-oriented pre-training for DNA language model.

[BibT_eX]

[DOI]

Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022

Deep Implicit Statistical Shape Models for 3D Medical Image Delineation.

[BibT_eX]

[DOI]

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

Self-Supervised Pre-training for Protein Embeddings Using Tertiary Structures.

[BibT_eX]

[DOI]

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

GNN-Retro: Retrosynthetic Planning with Graph Neural Networks.

[BibT_eX]

[DOI]

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

2021

Online Adaptive Asymmetric Active Learning With Limited Budgets.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Disturbance-immune weight sharing for neural architecture search.

[BibT_eX]

[DOI]

Neural Networks, 2021

EPTool: A New Enhancing PSSM Tool for Protein Secondary Structure Prediction.

[BibT_eX]

[DOI]

J. Comput. Biol., 2021

Comprehensive Study on Enhancing Low-Quality Position-Specific Scoring Matrix with Deep Learning for Accurate Protein Structure Property Prediction: Using Bagging Multiple Sequence Alignment Learning.

[BibT_eX]

[DOI]

J. Comput. Biol., 2021

Molecular graph enhanced transformer for retrosynthesis prediction.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Real-Time Semantic Segmentation via Auto Depth, Downsampling Joint Decision and Feature Aggregation.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2021

RetroComposer: Discovering Novel Reactions by Composing Templates for Retrosynthesis Prediction.

[BibT_eX]

[DOI]

CoRR, 2021

Generalization Bounds for Stochastic Gradient Langevin Dynamics: A Unified View via Information Leakage Analysis.

[BibT_eX]

[DOI]

CoRR, 2021

CoDiM: Learning with Noisy Labels via Contrastive Semi-Supervised Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Local Augmentation for Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

PI-GNN: A Novel Perspective on Semi-Supervised Node Classification against Noisy Labels.

[BibT_eX]

[DOI]

CoRR, 2021

Energy-Based Learning for Cooperative Games, with Applications to Feature/Data/Model Valuations.

[BibT_eX]

[DOI]

CoRR, 2021

Learning Graphon Autoencoders for Generative Graph Modeling.

[BibT_eX]

[DOI]

CoRR, 2021

EBM-Fold: Fully-Differentiable Protein Folding Powered by Energy-based Models.

[BibT_eX]

[DOI]

CoRR, 2021

tFold-TR: Combining Deep Learning Enhanced Hybrid Potential Energy for Template-Based Modelling Structure Refinement.

[BibT_eX]

[DOI]

CoRR, 2021

FedGraphNN: A Federated Learning System and Benchmark for Graph Neural Networks.

[BibT_eX]

[DOI]

Chaoyang He

Keshav Balasubramanian

CoRR, 2021

QD-GCN: Query-Driven Graph Convolutional Networks for Attributed Community Search.

[BibT_eX]

[DOI]

CoRR, 2021

Deep Implicit Statistical Shape Models for 3D Medical Image Delineation.

[BibT_eX]

[DOI]

CoRR, 2021

Diversified Multiscale Graph Learning with Graph Self-Correction.

[BibT_eX]

[DOI]

CoRR, 2021

Pareto-Frontier-aware Neural Architecture Generation for Diverse Budgets.

[BibT_eX]

[DOI]

CoRR, 2021

MolAICal: a soft tool for 3D drug design of protein targets by artificial intelligence and classical algorithm.

[BibT_eX]

[DOI]

Briefings Bioinform., 2021

Graph Ordering: Towards the Optimal by Learning.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2021, 2021

Context-Aware Domain Adaptation in Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Functionally Regionalized Knowledge Transfer for Low-resource Drug Discovery.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Not All Low-Pass Filters are Robust in Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Hierarchical Attention Guided Framework for Multi-resolution Collaborative Whole Slide Image Segmentation.

[BibT_eX]

[DOI]

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

TransPath: Transformer-Based Self-supervised Learning for Histopathological Image Classification.

[BibT_eX]

[DOI]

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

DT-MIL: Deformable Transformer for Multi-instance Learning on 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

Multi-modal Multi-instance Learning Using Weakly Correlated Histopathological Images and Tabular Clinical Information.

[BibT_eX]

[DOI]

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

From Pixel to Whole Slide: Automatic Detection of Microvascular Invasion in Hepatocellular Carcinoma on Histopathological Image via Cascaded Networks.

[BibT_eX]

[DOI]

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

Strongly Supervised Mitosis Detection In Breast Histopathology Images Using Weak Labels.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

On Self-Distilling Graph Neural Network.

[BibT_eX]

[DOI]

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

Improving Generalization in Meta-learning via Task Augmentation.

[BibT_eX]

[DOI]

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

Meta-learning Hyperparameter Performance Prediction with Neural Processes.

[BibT_eX]

[DOI]

Ying Wei

Peilin Zhao

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

Learning Diverse-Structured Networks for Adversarial Robustness.

[BibT_eX]

[DOI]

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

Graph Information Bottleneck for Subgraph Recognition.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation.

[BibT_eX]

[DOI]

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

Towards Expectation-Maximization by SQL in RDBMS.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

Unsupervised Large-Scale Social Network Alignment via Cross Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Spectral Graph Attention Network with Fast Eigen-approximation.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

An Interpretable Multi-Level Enhanced Graph Attention Network for Disease Diagnosis with Gene Expression Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Gradient-Norm Based Attentive Loss for Molecular Property Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Hierarchical Graph Capsule Network.

[BibT_eX]

[DOI]

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

Minimizing Labeling Cost for Nuclei Instance Segmentation and Classification with Cross-domain Images and Weak Labels.

[BibT_eX]

[DOI]

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

PSSM-Distil: Protein Secondary Structure Prediction (PSSP) on Low-Quality PSSM by Knowledge Distillation with Contrastive Learning.

[BibT_eX]

[DOI]

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

Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring.

[BibT_eX]

[DOI]

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

2020

A Generalized Locally Linear Factorization Machine with Supervised Variational Encoding.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

50 FPS Object-Level Saliency Detection via Maximally Stable Region.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Whole slide images based cancer survival prediction using attention guided deep multiple instance learning networks.

[BibT_eX]

[DOI]

Xinliang Zhu

Jitendra Jonnagaddala

Nicholas J. Hawkins

Medical Image Anal., 2020

Nonparametric Topic Modeling with Neural Inference.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Dirichlet Graph Variational Autoencoder.

[BibT_eX]

[DOI]

CoRR, 2020

Microscope Based HER2 Scoring System.

[BibT_eX]

[DOI]

CoRR, 2020

Tackling Over-Smoothing for General Graph Convolutional Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Don't Overlook the Support Set: Towards Improving Generalization in Meta-learning.

[BibT_eX]

[DOI]

CoRR, 2020

Inverse Graph Identification: Can We Identify Node Labels Given Graph Labels?

[BibT_eX]

[DOI]

CoRR, 2020

GROVER: Self-supervised Message Passing Transformer on Large-scale Molecular Data.

[BibT_eX]

[DOI]

CoRR, 2020

Dual Message Passing Neural Network for Molecular Property Prediction.

[BibT_eX]

[DOI]

CoRR, 2020

COVID-DA: Deep Domain Adaptation from Typical Pneumonia to COVID-19.

[BibT_eX]

[DOI]

CoRR, 2020

Spectral Graph Attention Network.

[BibT_eX]

[DOI]

CoRR, 2020

Joint Wasserstein Distribution Matching.

[BibT_eX]

[DOI]

CoRR, 2020

Graph Ordering: Towards the Optimal by Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Graph Representation Learning via Graphical Mutual Information Maximization.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Adversarial Attack on Community Detection by Hiding Individuals.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Bagging MSA Learning: Enhancing Low-Quality PSSM with Deep Learning for Accurate Protein Structure Property Prediction.

[BibT_eX]

[DOI]

Proceedings of the Research in Computational Molecular Biology, 2020

RetroXpert: Decompose Retrosynthesis Prediction Like A Chemist.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Adversarial Sparse Transformer for Time Series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Deep Multimodal Fusion by Channel Exchanging.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Revisiting Parameter Sharing for Automatic Neural Channel Number Search.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Self-Supervised Graph Transformer on Large-Scale Molecular Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Dirichlet Graph Variational Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Adversarial Domain Adaptation for Cell Segmentation.

[BibT_eX]

[DOI]

Mohammad MinHazul Haq

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

Asynchronous in Parallel Detection and Tracking (AIPDT): Real-Time Robust Polyp Detection.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Graph Attention Multi-instance Learning for Accurate Colorectal Cancer Staging.

[BibT_eX]

[DOI]

Ashwin Raju

Mohammad MinHazul Haq

Jitendra Jonnagaddala

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

User-Guided Domain Adaptation for Rapid Annotation from User Interactions: A Study on Pathological Liver Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

TranSlider: Transfer Ensemble Learning from Exploitation to Exploration.

[BibT_eX]

[DOI]

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

Deep Graph Learning: Foundations, Advances and Applications.

[BibT_eX]

[DOI]

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

Supervised Augmentation: Leverage Strong Annotation for Limited Data.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Breaking the Curse of Space Explosion: Towards Efficient NAS with Curriculum Search.

[BibT_eX]

[DOI]

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

DropEdge: Towards Deep Graph Convolutional Networks on Node Classification.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Towards Fast Adaptation of Neural Architectures with Meta Learning.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Co-heterogeneous and Adaptive Segmentation from Multi-source and Multi-phase CT Imaging Data: A Study on Pathological Liver and Lesion Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Improving Molecular Property Prediction on Limited Data with Deep Multi-Label Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

WeightAln: Weighted Homologous Alignment for Protein Structure Property Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Protein Ensemble Learning with Atrous Spatial Pyramid Networks for Secondary Structure Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Re-balancing Variational Autoencoder Loss for Molecule Sequence Generation.

[BibT_eX]

[DOI]

Proceedings of the BCB '20: 11th ACM International Conference on Bioinformatics, 2020

Order Matters: Semantic-Aware Neural Networks for Binary Code Similarity Detection.

[BibT_eX]

[DOI]

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

Graph Few-Shot Learning via Knowledge Transfer.

[BibT_eX]

[DOI]

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

Understanding Medical Conversations with Scattered Keyword Attention and Weak Supervision from Responses.

[BibT_eX]

[DOI]

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

A Restricted Black-Box Adversarial Framework Towards Attacking Graph Embedding Models.

[BibT_eX]

[DOI]

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

Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks.

[BibT_eX]

[DOI]

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

2019

Adaptive Cost-Sensitive Online Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Weakly supervised mitosis detection in breast histopathology images using concentric loss.

[BibT_eX]

[DOI]

Medical Image Anal., 2019

Transferable Neural Processes for Hyperparameter Optimization.

[BibT_eX]

[DOI]

CoRR, 2019

The General Black-box Attack Method for Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

The Truly Deep Graph Convolutional Networks for Node Classification.

[BibT_eX]

[DOI]

CoRR, 2019

Unsupervised Adversarial Graph Alignment with Graph Embedding.

[BibT_eX]

[DOI]

CoRR, 2019

Adversarial Representation Learning on Large-Scale Bipartite Graphs.

[BibT_eX]

[DOI]

CoRR, 2019

Semi-supervised Learning with Contrastive Predicative Coding.

[BibT_eX]

[DOI]

CoRR, 2019

Tencent ML-Images: A Large-Scale Multi-Label Image Database for Visual Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Semi-Supervised Graph Classification: A Hierarchical Graph Perspective.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Imitation Learning from Observations by Minimizing Inverse Dynamics Disagreement.

[BibT_eX]

[DOI]

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

Hyperparameter Learning via Distributional Transfer.

[BibT_eX]

[DOI]

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

NAT: Neural Architecture Transformer for Accurate and Compact Architectures.

[BibT_eX]

[DOI]

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

DTWNet: a Dynamic Time Warping Network.

[BibT_eX]

[DOI]

Sanguthevar Rajasekaran

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

Facial Image-to-Video Translation by a Hidden Affine Transformation.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

From Whole Slide Imaging to Microscopy: Deep Microscopy Adaptation Network for Histopathology Cancer Image Classification.

[BibT_eX]

[DOI]

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

Deep Multi-instance Learning for Survival Prediction from Whole Slide Images.

[BibT_eX]

[DOI]

Xinliang Zhu

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

Integrating 3D Geometry of Organ for Improving Medical Image Segmentation.

[BibT_eX]

[DOI]

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

Leveraging Other Datasets for Medical Imaging Classification: Evaluation of Transfer, Multi-task and Semi-supervised Learning.

[BibT_eX]

[DOI]

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

Rectified Cross-Entropy and Upper Transition Loss for Weakly Supervised Whole Slide Image Classifier.

[BibT_eX]

[DOI]

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

Polyp Tracking in Video Colonoscopy Using Optical Flow With an On-The-Fly Trained CNN.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Graph Convolutional Nets for Tool Presence Detection in Surgical Videos.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2019

Hierarchically Structured Meta-learning.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Collaborative Channel Pruning for Deep Networks.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

RaFM: Rank-Aware Factorization Machines.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Graph Convolutional Networks for Temporal Action Localization.

[BibT_eX]

[DOI]

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

Progressive Feature Alignment for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

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

SMILES-BERT: Large Scale Unsupervised Pre-Training for Molecular Property Prediction.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM International Conference on Bioinformatics, 2019

Exploring Fast and Communication-Efficient Algorithms in Large-Scale Distributed Networks.

[BibT_eX]

[DOI]

Yue Yu

Jiaxiang Wu

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Complexities in Projection-Free Stochastic Non-convex Minimization.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

Distributed Inexact Newton-type Pursuit for Non-convex Sparse Learning.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

An Efficient Approach to Informative Feature Extraction from Multimodal Data.

[BibT_eX]

[DOI]

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

Controllable Image-to-Video Translation: A Case Study on Facial Expression Generation.

[BibT_eX]

[DOI]

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

2018

A Minimum Barrier Distance Based Saliency Box for Object Proposals Generation.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2018

Sub-Selective Quantization for Learning Binary Codes in Large-Scale Image Search.

[BibT_eX]

[DOI]

Wei Liu

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

Hierarchical Sparse Representation for Robust Image Registration.

[BibT_eX]

[DOI]

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

PRIM: An Efficient Preconditioning Iterative Reweighted Least Squares Method for Parallel Brain MRI Reconstruction.

[BibT_eX]

[DOI]

Neuroinformatics, 2018

An efficient algorithm for dynamic MRI using low-rank and total variation regularizations.

[BibT_eX]

[DOI]

Medical Image Anal., 2018

Fast iteratively reweighted least squares algorithms for analysis-based sparse reconstruction.

[BibT_eX]

[DOI]

Medical Image Anal., 2018

A simple primal-dual algorithm for nuclear norm and total variation regularization.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Hyperparameter Learning via Distributional Transfer.

[BibT_eX]

[DOI]

CoRR, 2018

Dual Reconstruction Nets for Image Super-Resolution with Gradient Sensitive Loss.

[BibT_eX]

[DOI]

CoRR, 2018

On the Acceleration of L-BFGS with Second-Order Information and Stochastic Batches.

[BibT_eX]

[DOI]

CoRR, 2018

Nonparametric Topic Modeling with Neural Inference.

[BibT_eX]

[DOI]

CoRR, 2018

Online Compact Convexified Factorization Machine.

[BibT_eX]

[DOI]

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Session introduction.

[BibT_eX]

[DOI]

Proceedings of the Biocomputing 2018: Proceedings of the Pacific Symposium, 2018

Discrimination-aware Channel Pruning for Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Adaptive Sampling Towards Fast Graph Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Weakly Supervised Dense Event Captioning in Videos.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Robust Contextual Bandit via the Capped- ℓ _2 ℓ 2 Norm for Mobile Health Intervention.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 9th International Workshop, 2018

Group-Driven Reinforcement Learning for Personalized mHealth Intervention.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Graph CNN for Survival Analysis on Whole Slide Pathological Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Online Adaptive Asymmetric Active Learning for Budgeted Imbalanced Data.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Error Compensated Quantized SGD and its Applications to Large-scale Distributed Optimization.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

Transfer Learning via Learning to Transfer.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

Adversarial Learning with Local Coordinate Coding.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

Weakly Supervised Region Proposal Network and Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Exploiting Ranking Consistency Principle in Representation Learning for Location Promotion.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

End-to-End Learning of Motion Representation for Video Understanding.

[BibT_eX]

[DOI]

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

Cohesion-driven Online Actor-Critic Reinforcement Learning for mHealth Intervention.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018

Robust Actor-Critic Contextual Bandit for Mobile Health (mHealth) Interventions.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018

Seq3seq Fingerprint: Towards End-to-end Semi-supervised Deep Drug Discovery.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018

Weakly Supervised Deep Learning for Thoracic Disease Classification and Localization on Chest X-rays.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018

Deep Multi-instance Learning with Dynamic Pooling.

[BibT_eX]

[DOI]

Proceedings of The 10th Asian Conference on Machine Learning, 2018

Adaptive Graph Convolutional Neural Networks.

[BibT_eX]

[DOI]

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

2017

Cell Detection with Deep Learning Accelerated by Sparse Kernel.

[BibT_eX]

[DOI]

Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Image Computing, 2017

Guest Editorial: Special issue on advances in computing techniques for big medical image data.

[BibT_eX]

[DOI]

Neurocomputing, 2017

TENDER: Tensor non-local deconvolution enabled radiation reduction in CT perfusion.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Robust Contextual Bandit via the Capped-$\ell_{2}$ norm.

[BibT_eX]

[DOI]

CoRR, 2017

Learning Graph While Training: An Evolving Graph Convolutional Neural Network.

[BibT_eX]

[DOI]

Ruoyu Li

CoRR, 2017

Group-driven Reinforcement Learning for Personalized mHealth Intervention.

[BibT_eX]

[DOI]

CoRR, 2017

Cohesion-based Online Actor-Critic Reinforcement Learning for mHealth Intervention.

[BibT_eX]

[DOI]

CoRR, 2017

Efficient Optimization for Linear Dynamical Systems with Applications to Clustering and Sparse Coding.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Deep Correlational Learning for Survival Prediction from Multi-modality Data.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Deep learning based multi-label classification for surgical tool presence detection in laparoscopic videos.

[BibT_eX]

[DOI]

Sheng Wang

Ashwin Raju

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

WSISA: Making Survival Prediction from Whole Slide Histopathological Images.

[BibT_eX]

[DOI]

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

Seq2seq Fingerprint: An Unsupervised Deep Molecular Embedding for Drug Discovery.

[BibT_eX]

[DOI]

Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

Adaptive Proximal Average Approximation for Composite Convex Minimization.

[BibT_eX]

[DOI]

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

A General Efficient Hyperparameter-Free Algorithm for Convolutional Sparse Learning.

[BibT_eX]

[DOI]

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

2016

Face Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Model.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Scalable histopathological image analysis via supervised hashing with multiple features.

[BibT_eX]

[DOI]

Medical Image Anal., 2016

Imaging Biomarker Discovery for Lung Cancer Survival Prediction.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Detecting 10, 000 Cells in One Second.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Subtype Cell Detection with an Accelerated Deep Convolution Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Lung cancer survival prediction from pathological images and genetic data - An integration study.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

RSPIRIT: Robust self-consistent parallel imaging reconstruction based on generalized Lasso.

[BibT_eX]

[DOI]

Zhongxing Peng

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Accelerated sparse optimization for missing data completion.

[BibT_eX]

[DOI]

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

Semi-Supervised Group Sparse Representation: Model, Algorithm and Applications.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Sequential Face Alignment via Person-Specific Modeling in the Wild.

[BibT_eX]

[DOI]

Xi Peng

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

Track Facial Points in Unconstrained Videos.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2016, 2016

Imaging-genetic data mapping for clinical outcome prediction via supervised conditional Gaussian graphical model.

[BibT_eX]

[DOI]

Jaime Rodriguez-Canales

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

Deep convolutional neural network for survival analysis with pathological images.

[BibT_eX]

[DOI]

Xinliang Zhu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

Scalable Sequential Spectral Clustering.

[BibT_eX]

[DOI]

Wei Liu

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

SIRF: Simultaneous Satellite Image Registration and Fusion in a Unified Framework.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Learning Multiscale Active Facial Patches for Expression Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

Is Interactional Dissynchrony a Clue to Deception? Insights From Automated Analysis of Nonverbal Visual Cues.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

From circle to 3-sphere: Head pose estimation by instance parameterization.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2015

Automated compromised right lung segmentation method using a robust atlas-based active volume model with sparse shape composition prior in CT.

[BibT_eX]

[DOI]

Comput. Medical Imaging Graph., 2015

Tissue-specific sparse deconvolution for brain CT perfusion.

[BibT_eX]

[DOI]

Ruogu Fang

Haodi Jiang

Comput. Medical Imaging Graph., 2015

Accelerated Dynamic MRI Reconstruction with Total Variation and Nuclear Norm Regularization.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Computer-Assisted Diagnosis of Lung Cancer Using Quantitative Topology Features.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015

Efficient Preconditioning in Joint Total Variation Regularized Parallel MRI Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Efficient Lung Cancer Cell Detection with Deep Convolution Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Patch-Based Techniques in Medical Imaging, 2015

An Effective Approach for Robust Lung Cancer Cell Detection.

[BibT_eX]

[DOI]

Hao Pan

Proceedings of the Patch-Based Techniques in Medical Imaging, 2015

Fast Preconditioning for Accelerated Multi-contrast MRI Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Fast Regions-of-Interest Detection in Whole Slide Histopathology Images.

[BibT_eX]

[DOI]

Ruoyu Li

Proceedings of the Patch-Based Techniques in Medical Imaging, 2015

Joint Kernel-Based Supervised Hashing for Scalable Histopathological Image Analysis.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Efficient 4D Non-local Tensor Total-Variation for Low-Dose CT Perfusion Deconvolution.

[BibT_eX]

[DOI]

Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2015

Robust image registration in the gradient domain.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

A spatio-temporal low-rank total variation approach for denoising arterial spin labeling MRI data.

[BibT_eX]

[DOI]

Ruogu Fang

Wen-Ming Luh

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Multi-frequency diffuse optical tomography for cancer detection.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Multi-View Matrix Decomposition: A New Scheme for Exploring Discriminative Information.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Three-dimensional head pose estimation in-the-wild.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Deep sparse representation for robust image registration.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Large-Scale Multi-View Spectral Clustering via Bipartite Graph.

[BibT_eX]

[DOI]

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

2014

Forest Sparsity for Multi-Channel Compressive Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Diffuse Optical Tomography Enhanced by Clustered Sparsity for Functional Brain Imaging.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2014

Feature Matching with Affine-Function Transformation Models.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2014

The benefit of tree sparsity in accelerated MRI.

[BibT_eX]

[DOI]

Medical Image Anal., 2014

SIRF: Simultaneous Image Registration and Fusion in A Unified Framework.

[BibT_eX]

[DOI]

CoRR, 2014

Fast Iteratively Reweighted Least Squares Algorithms for Analysis-Based Sparsity Reconstruction.

[BibT_eX]

[DOI]

CoRR, 2014

Instrument Tracking via Online Learning in Retinal Microsurgery.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Real Time Dynamic MRI with Dynamic Total Variation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2D diffuse optical imaging using clustered sparsity.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Exploiting both intra-quadtree and inter-spatial structures for multi-contrast MRI.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Head Pose Estimation by Instance Parameterization.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Transformation-Invariant Collaborative Sub-representation.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

O(1) Algorithms for Overlapping Group Sparsity.

[BibT_eX]

[DOI]

Zhongxing Peng

Laleh Shikh Gholamhossein Ghandehari

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Multimodal sparse representation classification with Fisher discriminative sample reduction.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Image Fusion with Local Spectral Consistency and Dynamic Gradient Sparsity.

[BibT_eX]

[DOI]

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

Preconditioning for Accelerated Iteratively Reweighted Least Squares in Structured Sparsity Reconstruction.

[BibT_eX]

[DOI]

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

Sub-Selective Quantization for Large-Scale Image Search.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Robust Visual Tracking Using Local Sparse Appearance Model and K-Selection.

[BibT_eX]

[DOI]

Baiyang Liu

Casimir A. Kulikowski

Lin Yang

IEEE Trans. Pattern Anal. Mach. Intell., 2013

3D anatomical shape atlas construction using mesh quality preserved deformable models.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2013

The role of dictionary learning on sparse representation-based classification.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013

Calibrationless Parallel MRI with Joint Total Variation Regularization.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Papillary muscles analysis from high resolution CT using spatial-temporal skeleton extraction.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Sparse Deformable Models with Application to Cardiac Motion Analysis.

[BibT_eX]

[DOI]

Proceedings of the Information Processing in Medical Imaging, 2013

Pose-Free Facial Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Shape Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Explicit occlusion detection based deformable fitting for facial landmark localization.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

2012

Automatic Image Annotation and Retrieval Using Group Sparsity.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2012

Towards robust and effective shape modeling: Sparse shape composition.

[BibT_eX]

[DOI]

Medical Image Anal., 2012

Learning with Forest Sparsity

[BibT_eX]

[DOI]

CoRR, 2012

Compressive Sensing MRI with Wavelet Tree Sparsity.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Fast Multi-contrast MRI Reconstruction.

[BibT_eX]

[DOI]

Leon Axel

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Simplified Labeling Process for Medical Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Compressed magnetic resonance imaging based on wavelet sparsity and nonlocal total variation.

[BibT_eX]

[DOI]

Fei Yang

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Left endocardium segmentation using spatio-temporal Metamorphs.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Robust eyelid tracking for fatigue detection.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Robust face tracking with a consumer depth camera.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Background Subtraction Using Low Rank and Group Sparsity Constraints.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Learning active facial patches for expression analysis.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Efficient MR image reconstruction for compressed MR imaging.

[BibT_eX]

[DOI]

Medical Image Anal., 2011

Learning with Structured Sparsity.

[BibT_eX]

[DOI]

Tong Zhang

J. Mach. Learn. Res., 2011

Composite splitting algorithms for convex optimization.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2011

Robust mesh editing using Laplacian coordinates.

[BibT_eX]

[DOI]

Graph. Model., 2011

Deformable Segmentation via Sparse Shape Representation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

3D Segmentation of Rodent Brain Structures Using Hierarchical Shape Priors and Deformable Models.

[BibT_eX]

[DOI]

Mustafa Gökhan Uzunbas

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

3D segmentation of rodent brain structures using Active Volume Model with shape priors.

[BibT_eX]

[DOI]

Mustafa Gökhan Uzunbas

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Group sparsity based classification for cervigram segmentation.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

A 3D Laplacian-driven parametric deformable model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Optimal object matching via convexification and composition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2011

Construction of Left Ventricle 3D Shape Atlas from Cardiac MRI.

[BibT_eX]

[DOI]

Mustafa Gökhan Uzunbas

Proceedings of the Functional Imaging and Modeling of the Heart, 2011

4D Cardiac Reconstruction Using High Resolution CT Images.

[BibT_eX]

[DOI]

Proceedings of the Functional Imaging and Modeling of the Heart, 2011

Eye localization through multiscale sparse dictionaries.

[BibT_eX]

[DOI]

Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Sparse shape registration for occluded facial feature localization.

[BibT_eX]

[DOI]

Fei Yang

Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Sparse shape composition: A new framework for shape prior modeling.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Robust tracking using local sparse appearance model and K-selection.

[BibT_eX]

[DOI]

Baiyang Liu

Lin Yang

Casimir A. Kulikowski

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

On exploring sparsity in widely separated MIMO radar.

[BibT_eX]

[DOI]

Athina P. Petropulu

Yao Yu

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010

Cervigram image segmentation based on reconstructive sparse representations.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2010: Image Processing, 2010

Discriminative sparse representations for cervigram image segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Robust and Fast Collaborative Tracking with Two Stage Sparse Optimization.

[BibT_eX]

[DOI]

Casimir A. Kulikowski

Proceedings of the Computer Vision, 2010

Fast Optimization for Mixture Prior Models.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2010

Automatic image annotation using group sparsity.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Learning with dynamic group sparsity.

[BibT_eX]

[DOI]

Xiaolei Huang

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

2008

Active Volume Models with Probabilistic Object Boundary Prediction Module.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Tag Separation in Cardiac Tagged MRI.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Simultaneous image transformation and sparse representation recovery.

[BibT_eX]

[DOI]

Xiaolei Huang

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Adaptive Metamorphs Model for 3D Medical Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Dynamic Texture Based Heart Localization and Segmentation in 4-D Cardiac Images.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Optimization and Learning for Registration of Moving Dynamic Textures.

[BibT_eX]

[DOI]