| Network Pruning via Annealing and Direct Sparsity Control | 0 | 0.34 | 2021 |
| A Study of Local Optima for Learning Feature Interactions using Neural Networks | 0 | 0.34 | 2021 |
| The Compact Support Neural Network | 0 | 0.34 | 2021 |
| Training a Steerable CNN for Guidewire Detection | 0 | 0.34 | 2020 |
| The Generalization-Stability Tradeoff In Neural Network Pruning | 0 | 0.34 | 2019 |
| Enhancing the Regularization Effect of Weight Pruning in Artificial Neural Networks. | 0 | 0.34 | 2018 |
| An Analysis Of Robust Cost Functions For Cnn In Computer-Aided Diagnosis | 1 | 0.35 | 2018 |
| A Decomposable Model for the Detection of Prostate Cancer in Multi-parametric MRI. | 1 | 0.39 | 2018 |
| Parameterized Principal Component Analysis. | 0 | 0.34 | 2018 |
| Random Hinge Forest for Differentiable Learning. | 1 | 0.35 | 2018 |
| Are Screening Methods Useful In Feature Selection? An Empirical Study | 0 | 0.34 | 2018 |
| Online Regression with Model Selection. | 0 | 0.34 | 2018 |
| A Distributed Sensing Approach For Single Platform Image-Based Localization | 0 | 0.34 | 2018 |
| Unsupervised Learning of Mixture Models with a Uniform Background Component. | 0 | 0.34 | 2018 |
| Accurate Dictionary Learning With Direct Sparsity Control | 0 | 0.34 | 2018 |
| RENOIR - A dataset for real low-light image noise reduction. | 16 | 0.62 | 2018 |
| Feature Selection with Annealing for Computer Vision and Big Data Learning | 18 | 0.75 | 2017 |
| Relevant Ensemble of Trees. | 0 | 0.34 | 2017 |
| A directed graph approach to active contours | 0 | 0.34 | 2017 |
| Editorial introduction to the CVIU special issue on “Generative models in computer vision and medical imaging” | 0 | 0.34 | 2015 |
| Leveraging Mid-Level Semantic Boundary Cues for Automated Lymph Node Detection | 4 | 0.53 | 2015 |
| Face Detection Using a 3D Model on Face Keypoints. | 2 | 0.38 | 2014 |
| Synthetic data generation for classification via uni-modal cluster interpolation. | 0 | 0.34 | 2014 |
| Rates for Inductive Learning of Compositional Models. | 1 | 0.35 | 2013 |
| Fast Simultaneous Feature Selection and Learning. | 0 | 0.34 | 2013 |
| Hierarchical Object Parsing from Structured Noisy Point Clouds | 2 | 0.41 | 2013 |
| An Efficient Stochastic Clustering Auction for Heterogeneous Robotic Collaborative Teams | 14 | 0.65 | 2013 |
| An Efficient Stochastic Clustering Auction For Heterogeneous Robot Teams | 4 | 0.41 | 2012 |
| Automatic detection and segmentation of lymph nodes from CT data. | 19 | 1.61 | 2012 |
| An introduction to artificial prediction markets for classification | 12 | 1.03 | 2012 |
| Learning a quality-based ranking for feature point trajectories | 0 | 0.34 | 2012 |
| Motion segmentation by velocity clustering with estimation of subspace dimension | 1 | 0.36 | 2012 |
| Hierarchical Object Parsing from Noisy Point Clouds | 0 | 0.34 | 2011 |
| Learning-based hypothesis fusion for robust catheter tracking in 2D X-ray fluoroscopy | 17 | 1.02 | 2011 |
| Supervised Aggregation of Classifiers using Artificial Prediction Markets | 6 | 0.69 | 2010 |
| Automatic detection and segmentation of axillary lymph nodes. | 9 | 0.66 | 2010 |
| A novel Stochastic Clustering Auction for task allocation in multi-robot teams | 7 | 0.48 | 2010 |
| Learning real-time MRF inference for image denoising | 15 | 0.73 | 2009 |
| Hierarchical Parsing and Semantic Navigation of Full Body CT Data | 74 | 4.36 | 2009 |
| Training an active random field for real-time image denoising. | 36 | 1.95 | 2009 |
| Four-Chamber Heart Modeling and Automatic Segmentation for 3D Cardiac CT Volumes | 5 | 0.76 | 2008 |
| A Learning Based Hierarchical Model For Vessel Segmentation | 9 | 0.70 | 2008 |
| Four-chamber heart modeling and automatic segmentation for 3-D cardiac CT volumes using marginal space learning and steerable features. | 246 | 11.83 | 2008 |
| Simultaneous Detection and Registration for Ileo-Cecal Valve Detection in 3D CT Colonography | 10 | 0.71 | 2008 |
| Hierarchical Learning Of Curves Application To Guidewire Localization In Fluoroscopy | 25 | 1.46 | 2007 |
| Probabilistic 3D Polyp Detection in CT Images: The Role of Sample Alignment | 45 | 3.14 | 2006 |
| Hierarchical part-based detection of 3D flexible tubes: application to CT colonoscopy. | 3 | 0.52 | 2006 |
| Generalizing Swendsen-Wang to sampling arbitrary posterior probabilities. | 96 | 6.08 | 2005 |
| Incorporating visual knowledge representation in stereo reconstruction | 2 | 0.36 | 2005 |
| Motion Estimation By Swendsen-Wang Cuts | 4 | 0.73 | 2004 |
