Samuel Gerber

32 papers A* 2B 1Journal 13Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Positional Segmentor-Guided Counterfactual Fine-Tuning for Spatially Localized Image Synthesis.
CoRR
Tian Xia, Matthew Sinclair, Andreas Schuh, Fabio De Sousa Ribeiro, Raghav Mehta, Rajat Rasal, Esther Puyol-Antón, Samuel Gerber, Kersten Petersen, Michiel Schaap, Ben Glocker
2025 — conf
Segmentor-Guided Counterfactual Fine-Tuning for Locally Coherent and Targeted Image Synthesis.
MICCAI (2)
Tian Xia, Matthew Sinclair, Andreas Schuh, Fabio De Sousa Ribeiro, Raghav Mehta, Rajat Rasal, Esther Puyol-Antón, Samuel Gerber, Kersten Petersen, Michiel Schaap, Ben Glocker
2025 J jnl
Segmentor-Guided Counterfactual Fine-Tuning for Locally Coherent and Targeted Image Synthesis.
CoRR
Tian Xia, Matthew Sinclair, Andreas Schuh, Fabio De Sousa Ribeiro, Raghav Mehta, Rajat Rasal, Esther Puyol-Antón, Samuel Gerber, Kersten Petersen, Michiel Schaap, Ben Glocker
2023 J jnl
Optimal transport features for morphometric population analysis.
Medical Image Anal.
Samuel Gerber, Marc Niethammer, Ebrahim Ebrahim, Joseph Piven, Stephen R. Dager, Martin Styner, Stephen R. Aylward, Andinet Enquobahrie
2022 J jnl
NousNav: A low-cost neuronavigation system for deployment in lower-resource settings.
Int. J. Comput. Assist. Radiol. Surg.
Étienne Léger, Samantha Horvath, Jean-Christophe Fillion-Robin, David Allemang, Samuel Gerber, Parikshit Juvekar, Erickson Torio, Tina Kapur, Steve Pieper, Sonia Pujol, Ryan S. Bardsley, Sarah F. Frisken, Alexandra J. Golby
2022 J jnl
Optimal Transport Features for Morphometric Population Analysis.
CoRR
Samuel Gerber, Marc Niethammer, Ebrahim Ebrahim, Joseph Piven, Stephen R. Dager, Martin Styner, Stephen R. Aylward, Andinet Enquobahrie
2022 B conf
Thin shell demons for dental scan registration.
Image Processing
Pranjal Sahu, Samuel Gerber, Qingyu Zhao, Tung Nguyen, Matt McCormick, Beatriz Paniagua, Jared Vicory
2021 J jnl
Saddlepoints in Unsupervised Least Squares.
CoRR
Samuel Gerber
2020 — conf
Adversarial Data Augmentation via Deformation Statistics.
ECCV (29)
Sahin Olut, Zhengyang Shen, Zhenlin Xu, Samuel Gerber, Marc Niethammer
2020 — conf
Spatial Component Analysis to Mitigate Multiple Testing in Voxel-Based Analysis.
MICCAI (7)
Samuel Gerber, Marc Niethammer
2019 — conf
Active Learning Technique for Multimodal Brain Tumor Segmentation Using Limited Labeled Images.
DART/MIL3ID@MICCAI
Dhruv Sharma, Zahil Shanis, Chandan K. Reddy, Samuel Gerber, Andinet Enquobahrie
2019 J jnl
Image-Based Methods for Phase Estimation, Gating, and Temporal Superresolution of Cardiac Ultrasound.
IEEE Trans. Biomed. Eng.
Deepak Roy Chittajallu, Matthew McCormick, Samuel Gerber, Tomasz J. Czernuszewicz, Ryan C. Gessner, Monte S. Willis, Marc Niethammer, Roland Kwitt, Stephen R. Aylward
2019 — conf
Intramodality Domain Adaptation Using Self Ensembling and Adversarial Training.
DART/MIL3ID@MICCAI
Zahil Shanis, Samuel Gerber, Mingchen Gao, Andinet Enquobahrie
2018 — conf
Exploratory Population Analysis with Unbalanced Optimal Transport.
MICCAI (3)
Samuel Gerber, Marc Niethammer, Martin Styner, Stephen R. Aylward
2018 — conf
Scoliosis screening and monitoring using self contained ultrasound and neural networks.
ISBI
Thomas Hastings Greer, Samuel Gerber, Marc Niethammer, Roland Kwitt, Matt McCormick, Deepak Roy Chittajallu, Neal Siekierski, Matthew Oetgen, Kevin Cleary, Stephen R. Aylward
2018 — conf
Vectorized persistent homology representations for characterizing glandular architecture in histology images.
ISBI
Deepak Roy Chittajallu, Neal Siekierski, Sanghoon Lee, Samuel Gerber, Jonathan D. Beezley, David Manthey, David A. Gutman, Lee Cooper
2017 — conf
Automatic Estimation of the Optic Nerve Sheath Diameter from Ultrasound Images.
BIVPCS/POCUS@MICCAI
Samuel Gerber, Maeliss Jallais, Thomas Hastings Greer, Matt McCormick, Sean Montgomery, Bradley Freeman, Deborah Shipley Kane, Deepak Roy Chittajallu, Neal Siekierski, Stephen R. Aylward
2017 J jnl
Multiscale Strategies for Computing Optimal Transport.
CoRR
Samuel Gerber, Mauro Maggioni
2017 J jnl
Multiscale Strategies for Computing Optimal Transport.
J. Mach. Learn. Res.
Samuel Gerber, Mauro Maggioni
2017 — conf
Ultrasound Augmentation: Rapid 3-D Scanning for Tracking and On-Body Display.
BIVPCS/POCUS@MICCAI
Maeliss Jallais, Thomas Hastings Greer, Samuel Gerber, Matt McCormick, Deepak Roy Chittajallu, Neal Siekierski, Stephen R. Aylward
2013 J jnl
Regularization-free principal curve estimation.
J. Mach. Learn. Res.
Samuel Gerber, Ross T. Whitaker
2013 J jnl
Visualization of Uncertainty without a Mean.
IEEE Computer Graphics and Applications
Kristin C. Potter, Samuel Gerber, Erik W. Anderson
2012 — —
Nonparametric Models for High-Dimensional Data Analysis.
Samuel Gerber
2011 — conf
Fast Shape-Based Nearest-Neighbor Search for Brain MRIs Using Hierarchical Feature Matching.
MICCAI (2)
Peihong Zhu, Suyash P. Awate, Samuel Gerber, Ross T. Whitaker
2010 — conf
Learning Multiple Tasks using Manifold Regularization.
NIPS
Arvind Agarwal, Hal Daumé III, Samuel Gerber
2010 J jnl
Manifold modeling for brain population analysis.
Medical Image Anal.
Samuel Gerber, Tolga Tasdizen, P. Thomas Fletcher, Sarang C. Joshi, Ross T. Whitaker
2010 J jnl
Visual Exploration of High Dimensional Scalar Functions.
IEEE Trans. Vis. Comput. Graph.
Samuel Gerber, Peer-Timo Bremer, Valerio Pascucci, Ross T. Whitaker
2009 — conf
A Variational Image-Based Approach to the Correction of Susceptibility Artifacts in the Alignment of Diffusion Weighted and Structural MRI.
IPMI
Ran Tao, P. Thomas Fletcher, Samuel Gerber, Ross T. Whitaker
2009 A* conf
Dimensionality reduction and principal surfaces via Kernel Map Manifolds.
ICCV
Samuel Gerber, Tolga Tasdizen, Ross T. Whitaker
2009 — conf
On the Manifold Structure of the Space of Brain Images.
MICCAI (1)
Samuel Gerber, Tolga Tasdizen, Sarang C. Joshi, Ross T. Whitaker
2008 — conf
Variational shape detection in microscope images based on joint shape and image feature statistics.
CVPR Workshops
Matthias Fuchs, Samuel Gerber
2007 A* conf
Robust non-linear dimensionality reduction using successive 1-dimensional Laplacian Eigenmaps.
ICML
Samuel Gerber, Tolga Tasdizen, Ross T. Whitaker