| 2025 | ICASSP | Disentanglement Analysis in Deep Latent Variable Models Matching Aggregate Posterior Distributions. | Surojit Saha, Sarang C. Joshi, Ross T. Whitaker |
| 2025 | ICCV | Refining Skewed Perceptions in Vision-Language Contrastive Models through Visual Representations. | Haocheng Dai, Sarang C. Joshi |
| 2025 | WACV | ARD-VAE: A Statistical Formulation to Find the Relevant Latent Dimensions of Variational Autoencoders. | Surojit Saha, Sarang C. Joshi, Ross T. Whitaker |
| 2024 | ICPR | Matching Aggregate Posteriors in the Variational Autoencoder. | Surojit Saha, Sarang C. Joshi, Ross T. Whitaker |
| 2024 | MICCAI | Physics Informed Neural Networks for Estimation of Tissue Properties from Multi-echo Configuration State MRI. | Samuel I. Adams-Tew, Henrik Oden, Dennis L. Parker, Cheng-Chieh Cheng, Bruno Madore, Allison Payne, Sarang C. Joshi |
| 2024 | MICCAI | Treatment Efficacy Prediction of Focused Ultrasound Therapies Using Multi-parametric Magnetic Resonance Imaging. | Amanpreet Singh, Samuel I. Adams-Tew, Sara Johnson, Henrik Oden, Jill Shea, Audrey Johnson, Lorena Day, Alissa Pessin, Allison Payne, Sarang C. Joshi |
| 2024 | WACV | Analyzing the Domain Shift Immunity of Deep Homography Estimation. | Mingzhen Shao, Tolga Tasdizen, Sarang C. Joshi |
| 2020 | ICPR | Latent Space Geometric Statistics. | Line Khnel, Tom Fletcher, Sarang C. Joshi, Stefan Sommer |
| 2017 | MICCAI | Rank Constrained Diffeomorphic Density Motion Estimation for Respiratory Correlated Computed Tomography. | Markus Foote, Pouya Sabouri, Amit Sawant, Sarang C. Joshi |
| 2017 | MICCAI | Bridge Simulation and Metric Estimation on Landmark Manifolds. | Stefan Sommer, Alexis Arnaudon, Line Khnel, Sarang C. Joshi |
| 2016 | MICCAI | Deformation Estimation with Automatic Sliding Boundary Computation. | J. Samuel Preston, Sarang C. Joshi, Ross T. Whitaker |
| 2016 | MICCAI | Diffeomorphic Density Registration in Thoracic Computed Tomography. | Caleb Rottman, Ben Larson, Pouya Sabouri, Amit Sawant, Sarang C. Joshi |
| 2015 | MICCAI | Mobile C-arm 3D Reconstruction in the Presence of Uncertain Geometry. | Caleb Rottman, Lance McBride, Arvidas Cheryauka, Ross T. Whitaker, Sarang C. Joshi |
| 2012 | ECCV | Polynomial Regression on Riemannian Manifolds. | Jacob D. Hinkle, Prasanna Muralidharan, P. Thomas Fletcher, Sarang C. Joshi |
| 2012 | MICCAI | Topology Preserving Atlas Construction from Shape Data without Correspondence Using Sparse Parameters. | Stanley Durrleman, Marcel Prastawa, Julie R. Korenberg, Sarang C. Joshi, Alain Trouv, Guido Gerig |
| 2012 | MICCAI | Metamorphic Geodesic Regression. | Yi Hong, Sarang C. Joshi, Mar Sanchez, Martin Styner, Marc Niethammer |
| 2012 | MICCAI | Genetic, Structural and Functional Imaging Biomarkers for Early Detection of Conversion from MCI to AD. | Nikhil Singh, Angela Y. Wang, Preethi Sankaranarayanan, P. Thomas Fletcher, Sarang C. Joshi |
| 2011 | EGPGV | Optimal Multi-Image Processing Streaming Framework on Parallel Heterogeneous Systems. | Linh K. Ha, Jens H. Krger, Joo Comba, Sarang C. Joshi, Cludio T. Silva |
| 2010 | MICCAI | Image Registration Driven by Combined Probabilistic and Geometric Descriptors. | Linh K. Ha, Marcel Prastawa, Guido Gerig, John H. Gilmore, Cludio T. Silva, Sarang C. Joshi |
| 2010 | MICCAI | Multivariate Statistical Analysis of Deformation Momenta Relating Anatomical Shape to Neuropsychological Measures. | Nikhil Singh, P. Thomas Fletcher, J. Samuel Preston, Linh K. Ha, Richard D. King, James Stephen Marron, Michael Wiener, Sarang C. Joshi |
| 2009 | EGPGV | Fast Parallel Unbiased Diffeomorphic Atlas Construction on Multi-Graphics Processing Units. | Linh K. Ha, Jens H. Krger, P. Thomas Fletcher, Sarang C. Joshi, Cludio T. Silva |
| 2009 | MICCAI | On the Manifold Structure of the Space of Brain Images. | Samuel Gerber, Tolga Tasdizen, Sarang C. Joshi, Ross T. Whitaker |
| 2008 | CVPR | Robust statistics on Riemannian manifolds via the geometric median. | P. Thomas Fletcher, Suresh Venkatasubramanian, Sarang C. Joshi |
| 2007 | ICCV | Population Shape Regression From Random Design Data. | Bradley C. Davis, P. Thomas Fletcher, Elizabeth Bullitt, Sarang C. Joshi |
| 2005 | MICCAI | Fiber Tract-Oriented Statistics for Quantitative Diffusion Tensor MRI Analysis. | Isabelle Corouge, P. Thomas Fletcher, Sarang C. Joshi, John H. Gilmore, Guido Gerig |
| 2005 | MICCAI | 3-D Diffeomorphic Shape Registration on Hippocampal Data Sets. | Hongyu Guo, Anand Rangarajan, Sarang C. Joshi |
| 2005 | MICCAI | Unbiased Atlas Formation Via Large Deformations Metric Mapping. | Peter Lorenzen, Brad Davis, Sarang C. Joshi |
| 2004 | CVPR | A New Joint Clustering and Diffeomorphism Estimation Algorithm for Non-Rigid Shape Matching. | Hongyu Guo, Anand Rangarajan, Sarang C. Joshi, Laurent Younes |
| 2004 | ECCV | Principal Geodesic Analysis on Symmetric Spaces: Statistics of Diffusion Tensors. | P. Thomas Fletcher, Sarang C. Joshi |
| 2004 | MICCAI | Determining Malignancy of Brain Tumors by Analysis of Vessel Shape. | Elizabeth Bullitt, Inkyung Jung, Keith E. Muller, Guido Gerig, Stephen R. Aylward, Sarang C. Joshi, J. Keith Smith, Weili Lin, Matthew G. Ewend |
| 2004 | MICCAI | Multi-class Posterior Atlas Formation via Unbiased Kullback-Leibler Template Estimation. | Peter Lorenzen, Brad Davis, Guido Gerig, Elizabeth Bullitt, Sarang C. Joshi |
| 2003 | CVPR | Statistics of Shape via Principal Geodesic Analysis on Lie Groups. | P. Thomas Fletcher, Conglin Lu, Sarang C. Joshi |
| 2003 | MICCAI | Vascular Attributes and Malignant Brain Tumors. | Elizabeth Bullitt, Guido Gerig, Stephen R. Aylward, Sarang C. Joshi, J. Keith Smith, Matthew G. Ewend, Weili Lin |
| 2002 | MICCAI | Medical Image Synthesis via Monte Carlo Simulation. | James Z. Chen, Stephen M. Pizer, Edward L. Chaney, Sarang C. Joshi |
| 2001 | MICCAI | Segmentation of Single-Figure Objects by Deformable M-reps. | Stephen M. Pizer, Sarang C. Joshi, P. Thomas Fletcher, Martin Styner, Gregg Tracton, James Z. Chen |