Niethammer, Marc

45 publications

CVPR 2025 CARL: A Framework for Equivariant Image Registration Hastings Greer, Lin Tian, François-Xavier Vialard, Roland Kwitt, Raul San Jose Estepar, Marc Niethammer

CVPR 2025 LiVOS: Light Video Object Segmentation with Gated Linear Matching Qin Liu, Jianfeng Wang, Zhengyuan Yang, Linjie Li, Kevin Lin, Marc Niethammer, Lijuan Wang

NeurIPS 2025 NFL-BA: Near-Field Light Bundle Adjustment for SLAM in Dynamic Lighting Andrea Dunn Beltran, Daniel Rho, Marc Niethammer, Roni Sengupta

ICLR 2024 $\texttt{NAISR}$: A 3D Neural Additive Model for Interpretable Shape Representation Yining Jiao, Carlton Jude Zdanski, Julia S Kimbell, Andrew Prince, Cameron P Worden, Samuel Kirse, Christopher Rutter, Benjamin Shields, William Alexander Dunn, Jisan Mahmud, Marc Niethammer

NeurIPS 2024 CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models Peng Xia, Ze Chen, Juanxi Tian, Yangrui Gong, Ruibo Hou, Yue Xu, Zhenbang Wu, Zhiyuan Fan, Yiyang Zhou, Kangyu Zhu, Wenhao Zheng, Zhaoyang Wang, Xiao Wang, Xuchao Zhang, Chetan Bansal, Marc Niethammer, Junzhou Huang, Hongtu Zhu, Yun Li, Jimeng Sun, Zongyuan Ge, Gang Li, James Zou, Huaxiu Yao

ICMLW 2024 CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models Peng Xia, Ze Chen, Juanxi Tian, Gong Yangrui, Ruibo Hou, Yue Xu, Zhenbang Wu, Zhiyuan Fan, Yiyang Zhou, Kangyu Zhu, Wenhao Zheng, Zhaoyang Wang, Xiao Wang, Xuchao Zhang, Chetan Bansal, Marc Niethammer, Junzhou Huang, Hongtu Zhu, Yun Li, Jimeng Sun, Zongyuan Ge, Gang Li, James Zou, Huaxiu Yao

WACV 2024 Joint Depth Prediction and Semantic Segmentation with Multi-View SAM Mykhailo Shvets, Dongxu Zhao, Marc Niethammer, Roni Sengupta, Alexander C. Berg

ECCV 2024 Leveraging Near-Field Lighting for Monocular Depth Estimation from Endoscopy Videos Akshay Paruchuri, Samuel Ehrenstein, Shuxian Wang, Inbar Fried, Stephen Pizer, Marc Niethammer, Roni Sengupta

MIDL 2024 Multimodal Image Registration Guided by Few Segmentations from One Modality Basar Demir, Marc Niethammer

ECCV 2024 NePhi: Neural Deformation Fields for Approximately Diffeomorphic Medical Image Registration Lin Tian, Thomas H Greer, Raul San Jose Estepar, Roni Sengupta, Marc Niethammer

CVPR 2024 Rethinking Interactive Image Segmentation with Low Latency High Quality and Diverse Prompts Qin Liu, Jaemin Cho, Mohit Bansal, Marc Niethammer

ICML 2023 Continuously Parameterized Mixture Models Christopher M Bender, Yifeng Shi, Marc Niethammer, Junier Oliva

CVPR 2023 GradICON: Approximate Diffeomorphisms via Gradient Inverse Consistency Lin Tian, Hastings Greer, François-Xavier Vialard, Roland Kwitt, Raúl San José Estépar, Richard Jarrett Rushmore, Nikolaos Makris, Sylvain Bouix, Marc Niethammer

ICCV 2023 SimpleClick: Interactive Image Segmentation with Simple Vision Transformers Qin Liu, Zhenlin Xu, Gedas Bertasius, Marc Niethammer

CVPR 2022 Aladdin: Joint Atlas Building and Diffeomorphic Registration Learning with Pairwise Alignment Zhipeng Ding, Marc Niethammer

NeurIPS 2022 Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergent Language Zhenlin Xu, Marc Niethammer, Colin A Raffel

CVPR 2022 Deep Decomposition for Stochastic Normal-Abnormal Transport Peirong Liu, Yueh Lee, Stephen Aylward, Marc Niethammer

NeurIPS 2022 On Measuring Excess Capacity in Neural Networks Florian Graf, Sebastian Zeng, Bastian Rieck, Marc Niethammer, Roland Kwitt

ECCV 2022 PseudoClick: Interactive Image Segmentation with Click Imitation Qin Liu, Meng Zheng, Benjamin Planche, Srikrishna Karanam, Terrence Chen, Marc Niethammer, Ziyan Wu

NeurIPS 2021 Accurate Point Cloud Registration with Robust Optimal Transport Zhengyang Shen, Jean Feydy, Peirong Liu, Ariel H Curiale, Ruben San Jose Estepar, Raul San Jose Estepar, Marc Niethammer

CVPR 2021 Discovering Hidden Physics Behind Transport Dynamics Peirong Liu, Lin Tian, Yubo Zhang, Stephen Aylward, Yueh Lee, Marc Niethammer

ICML 2021 Dissecting Supervised Contrastive Learning Florian Graf, Christoph Hofer, Marc Niethammer, Roland Kwitt

ICCV 2021 ICON: Learning Regular Maps Through Inverse Consistency Hastings Greer, Roland Kwitt, François-Xavier Vialard, Marc Niethammer

ICCV 2021 Local Temperature Scaling for Probability Calibration Zhipeng Ding, Xu Han, Peirong Liu, Marc Niethammer

ICLR 2021 Robust and Generalizable Visual Representation Learning via Random Convolutions Zhenlin Xu, Deyi Liu, Junlin Yang, Colin Raffel, Marc Niethammer

NeurIPS 2020 A Shooting Formulation of Deep Learning François-Xavier Vialard, Roland Kwitt, Susan Wei, Marc Niethammer

ECCV 2020 Adversarial Data Augmentation via Deformation Statistics Sahin Olut, Zhengyang Shen, Zhenlin Xu, Samuel Gerber, Marc Niethammer

AAAI 2020 Deep Message Passing on Sets Yifeng Shi, Junier Oliva, Marc Niethammer

ICML 2020 Graph Filtration Learning Christoph Hofer, Florian Graf, Bastian Rieck, Marc Niethammer, Roland Kwitt

ICML 2020 Topologically Densified Distributions Christoph Hofer, Florian Graf, Marc Niethammer, Roland Kwitt

ICML 2019 Connectivity-Optimized Representation Learning via Persistent Homology Christoph Hofer, Roland Kwitt, Marc Niethammer, Mandar Dixit

JMLR 2019 Learning Representations of Persistence Barcodes Christoph D. Hofer, Roland Kwitt, Marc Niethammer

NeurIPS 2019 Region-Specific Diffeomorphic Metric Mapping Zhengyang Shen, Francois-Xavier Vialard, Marc Niethammer

CVPR 2017 AGA: Attribute-Guided Augmentation Mandar Dixit, Roland Kwitt, Marc Niethammer, Nuno Vasconcelos

NeurIPS 2017 Deep Learning with Topological Signatures Christoph Hofer, Roland Kwitt, Marc Niethammer, Andreas Uhl

AISTATS 2017 Regression Uncertainty on the Grassmannian Yi Hong, Xiao Yang, Roland Kwitt, Martin Styner, Marc Niethammer

CVPR 2016 One-Shot Learning of Scene Locations via Feature Trajectory Transfer Roland Kwitt, Sebastian Hegenbart, Marc Niethammer

CVPRW 2016 Registration of Developmental Image Sequences with Missing Data Istvan Csapo, Yundi Shi, Mar Sanchez, Martin Styner, Marc Niethammer

NeurIPS 2015 Statistical Topological Data Analysis - A Kernel Perspective Roland Kwitt, Stefan Huber, Marc Niethammer, Weili Lin, Ulrich Bauer

ECCV 2014 Geodesic Regression on the Grassmannian Yi Hong, Roland Kwitt, Nikhil Singh, Brad Davis, Nuno Vasconcelos, Marc Niethammer

CVPR 2014 Scene Parsing with Object Instances and Occlusion Ordering Joseph Tighe, Marc Niethammer, Svetlana Lazebnik

CVPRW 2009 An Optimal Control Approach for Deformable Registration Gabriel L. Hart, Christopher Zach, Marc Niethammer

CVPR 2009 Continuous Maximal Flows and Wulff Shapes: Application to MRFs Christopher Zach, Marc Niethammer, Jan-Michael Frahm

ICCV 2007 Locally-Constrained Region-Based Methods for DW-MRI Segmentation John Melonakos, Marc Niethammer, Vandana Mohan, Marek Kubicki, James V. Miller, Allen R. Tannenbaum

CVPR 2004 Dynamic Geodesic Snakes for Visual Tracking Marc Niethammer, Allen R. Tannenbaum