| 2025 | CVPR | Feature Selection for Latent Factor Models. | Rittwika Kansabanik, Adrian Barbu |
| 2024 | ICIP | PCA-UNET for Object Segmentation. | Cheng Long, Sayantika Nag, Adrian Barbu |
| 2024 | IJCNN | Large-Scale Few-Shot Classification with Semi-supervised Hierarchical k-Probabilistic PCAs. | Ke Han, Adrian Barbu |
| 2023 | ICMLA | Reliable Classification using Compact Support Probabilistic PCA. | Jason Zhang, Adrian Barbu |
| 2022 | ICIP | A Study of Shape Modeling Against Noise. | Cheng Long, Adrian Barbu |
| 2021 | IJCNN | Network Pruning via Annealing and Direct Sparsity Control. | Yangzi Guo, Yiyuan She, Adrian Barbu |
| 2021 | IJCNN | A Study of Local Optima for Learning Feature Interactions using Neural Networks. | Yangzi Guo, Ying Nian Wu, Adrian Barbu |
| 2020 | CVPR | Training a Steerable CNN for Guidewire Detection. | Donghang Li, Adrian Barbu |
| 2020 | IJCNN | Generating Compact Tree Ensembles via Annealing. | Gitesh Dawer, Yangzi Guo, Adrian Barbu |
| 2020 | IJCNN | Neural Rule Ensembles: Encoding Sparse Feature Interactions into Neural Networks. | Gitesh Dawer, Yangzi Guo, Sida Liu, Adrian Barbu |
| 2019 | ICIP | Learning Chan-Vese. | Orhan Akal, Adrian Barbu |
| 2019 | ICIP | Training a CNN for Guidewire Detection. | Donghang Li, Adrian Barbu |
| 2018 | ICIP | Accurate Dictionary Learning with Direct Sparsity Control. | Hongyu Mou, Adrian Barbu |
| 2018 | ICMLA | A Distributed Sensing Approach for Single Platform Image-Based Localization. | Orhan Akal, Tathagata Mukherjee, Adrian Barbu, Jared Devin Paquet, Kevin George, Eduardo L. Pasiliao |
| 2018 | MICCAI | A Decomposable Model for the Detection of Prostate Cancer in Multi-parametric MRI. | Nathan Lay, Yohannes Tsehay, Yohan Sumathipala, Ruida Cheng, Sonia Gaur, Clayton Smith, Adrian Barbu, Le Lu, Baris Turkbey, Peter L. Choyke, Peter A. Pinto, Ronald M. Summers |
| 2017 | ICIP | A directed graph approach to active contours. | Adrian Barbu |
| 2015 | MICCAI | Leveraging Mid-Level Semantic Boundary Cues for Automated Lymph Node Detection. | Ari Seff, Le Lu, Adrian Barbu, Holger Roth, Hoo-Chang Shin, Ronald M. Summers |
| 2013 | AAAI | Rates for Inductive Learning of Compositional Models. | Adrian Barbu, Maria Pavlovskaia, Song Chun Zhu |
| 2012 | ACCV | Learning a Quality-Based Ranking for Feature Point Trajectories. | Liangjing Ding, Adrian Barbu, Anke Meyer-Baese |
| 2012 | ACCV | Motion Segmentation by Velocity Clustering with Estimation of Subspace Dimension. | Liangjing Ding, Adrian Barbu, Anke Meyer-Baese |
| 2012 | ICRA | An efficient stochastic clustering auction for heterogeneous robot teams. | Kai Zhang, Emmanuel G. Collins Jr., Adrian Barbu |
| 2011 | CVPR | Learning-based hypothesis fusion for robust catheter tracking in 2D X-ray fluoroscopy. | Wen Wu, Terrence Chen, Peng Wang, Shaohua Kevin Zhou, Dorin Comaniciu, Adrian Barbu, Norbert Strobel |
| 2010 | ICML | Supervised Aggregation of Classifiers using Artificial Prediction Markets. | Nathan Lay, Adrian Barbu |
| 2010 | IROS | A novel Stochastic Clustering Auction for task allocation in multi-robot teams. | Kai Zhang, Emmanuel G. Collins Jr., Adrian Barbu |
| 2010 | MICCAI | Automatic Detection and Segmentation of Axillary Lymph Nodes. | Adrian Barbu, Michael Shling, Xun Xu, David Liu, Shaohua Kevin Zhou, Dorin Comaniciu |
| 2009 | CVPR | Learning real-time MRF inference for image denoising. | Adrian Barbu |
| 2008 | CVPR | Accurate polyp segmentation for 3D CT colongraphy using multi-staged probabilistic binary learning and compositional model. | Le Lu, Adrian Barbu, Matthias Wolf, Jianming Liang, Marcos Salganicoff, Dorin Comaniciu |
| 2008 | ECCV | Simultaneous Detection and Registration for Ileo-Cecal Valve Detection in 3D CT Colonography. | Le Lu, Adrian Barbu, Matthias Wolf, Jianming Liang, Luca Bogoni, Marcos Salganicoff, Dorin Comaniciu |
| 2007 | CVPR | Hierarchical Learning of Curves Application to Guidewire Localization in Fluoroscopy. | Adrian Barbu, Vassilis Athitsos, Bogdan Georgescu, Stefan Bhm, Peter Durlak, Dorin Comaniciu |
| 2007 | ICCV | Fast Automatic Heart Chamber Segmentation from 3D CT Data Using Marginal Space Learning and Steerable Features. | Yefeng Zheng, Adrian Barbu, Bogdan Georgescu, Michael Scheuering, Dorin Comaniciu |
| 2006 | CVPR | Probabilistic 3D Polyp Detection in CT Images: The Role of Sample Alignment. | Zhuowen Tu, Xiang Sean Zhou, Luca Bogoni, Adrian Barbu, Dorin Comaniciu |
| 2006 | MICCAI | Hierarchical Part-Based Detection of 3D Flexible Tubes: Application to CT Colonoscopy. | Adrian Barbu, Luca Bogoni, Dorin Comaniciu |
| 2005 | ICCV | Incorporating Visual Knowledge Representation in Stereo Reconstruction. | Adrian Barbu, Song Chun Zhu |
| 2004 | CVPR | Motion Estimation by Swendsen-Wang Cuts. | Adrian Barbu, Alan L. Yuille |
| 2004 | CVPR | Multigrid and Multi-Level Swendsen-Wang Cuts for Hierarchic Graph Partition. | Adrian Barbu, Song Chun Zhu |
| 2003 | ICCV | Graph Partition by Swendsen-Wang Cuts. | Adrian Barbu, Song Chun Zhu |