Publications by authors named "Mathieu Salzmann"

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Temporally-Consistent Surface Reconstruction Using Metrically-Consistent Atlases.
Jan Bednarik, Noam Aigerman, Vladimir G Kim, Siddhartha Chaudhuri, Shaifali Parashar, Mathieu Salzmann

IEEE Trans Pattern Anal Mach Intell· May 2025

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A Closed-Form, Pairwise Solution to Local Non-Rigid Structure-From-Motion.
Shaifali Parashar, Yuxuan Long, Mathieu Salzmann, Pascal Fua

IEEE Trans Pattern Anal Mach Intell· November 2024

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Match Normalization: Learning-Based Point Cloud Registration for 6D Object Pose Estimation in the Real World.
Zheng Dang, Lizhou Wang, Yu Guo, Mathieu Salzmann

IEEE Trans Pattern Anal Mach Intell· June 2024

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Detecting Road Obstacles by Erasing Them.
Krzysztof Lis, Sina Honari, Pascal Fua, Mathieu Salzmann

IEEE Trans Pattern Anal Mach Intell· April 2024

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Fast Adversarial Training With Adaptive Step Size.
Zhichao Huang, Yanbo Fan, Chen Liu, Weizhong Zhang, Yong Zhang, Mathieu Salzmann

IEEE Trans Image Process· November 2023

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Training Provably Robust Models by Polyhedral Envelope Regularization.
Chen Liu, Mathieu Salzmann, Sabine Susstrunk

IEEE Trans Neural Netw Learn Syst· June 2023

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Temporal Representation Learning on Monocular Videos for 3D Human Pose Estimation.
Sina Honari, Victor Constantin, Helge Rhodin, Mathieu Salzmann, Pascal Fua

IEEE Trans Pattern Anal Mach Intell· May 2023

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Self-Supervised Human Detection and Segmentation via Background Inpainting.
Isinsu Katircioglu, Helge Rhodin, Victor Constantin, Jorg Sporri, Mathieu Salzmann

IEEE Trans Pattern Anal Mach Intell· December 2022

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Counting People by Estimating People Flows.
Weizhe Liu, Mathieu Salzmann, Pascal Fua

IEEE Trans Pattern Anal Mach Intell· November 2022

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An Analysis of Super-Net Heuristics in Weight-Sharing NAS.
Kaicheng Yu, Rene Ranftl, Mathieu Salzmann

IEEE Trans Pattern Anal Mach Intell· November 2022

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Robust Differentiable SVD.
Wei Wang, Zheng Dang, Yinlin Hu, Pascal Fua, Mathieu Salzmann

IEEE Trans Pattern Anal Mach Intell· September 2022

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GarNet++: Improving Fast and Accurate Static 3D Cloth Draping by Curvature Loss.
Erhan Gundogdu, Victor Constantin, Shaifali Parashar, Amrollah Seifoddini, Minh Dang, Mathieu Salzmann

IEEE Trans Pattern Anal Mach Intell· January 2022

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Eigendecomposition-Free Training of Deep Networks for Linear Least-Square Problems.
Zheng Dang, Kwang Moo Yi, Yinlin Hu, Fei Wang, Pascal Fua, Mathieu Salzmann

IEEE Trans Pattern Anal Mach Intell· September 2021

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Visual Correspondences for Unsupervised Domain Adaptation on Electron Microscopy Images.
Roger Bermudez-Chacon, Okan Altingovde, Carlos Becker, Mathieu Salzmann, Pascal Fua

IEEE Trans Med Imaging· April 2020

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Tracing in 2D to reduce the annotation effort for 3D deep delineation of linear structures.
Mateusz Koziński, Agata Mosinska, Mathieu Salzmann, Pascal Fua

Med Image Anal· February 2020

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Memory Efficient Max Flow for Multi-Label Submodular MRFs.
Thalaiyasingam Ajanthan, Richard Hartley, Mathieu Salzmann

IEEE Trans Pattern Anal Mach Intell· April 2019

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Beyond Sharing Weights for Deep Domain Adaptation.
Artem Rozantsev, Mathieu Salzmann, Pascal Fua

IEEE Trans Pattern Anal Mach Intell· April 2019

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Incorporating Network Built-in Priors in Weakly-Supervised Semantic Segmentation.
Fatemeh Sadat Saleh, Mohammad Sadegh Aliakbarian, Mathieu Salzmann, Lars Petersson, Jose M Alvarez

IEEE Trans Pattern Anal Mach Intell· June 2018

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Dimensionality Reduction on SPD Manifolds: The Emergence of Geometry-Aware Methods.
Mehrtash Harandi, Mathieu Salzmann, Richard Hartley

IEEE Trans Pattern Anal Mach Intell· January 2018

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Kernel Methods on Riemannian Manifolds with Gaussian RBF Kernels.
Sadeep Jayasumana, Richard Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Harandi

IEEE Trans Pattern Anal Mach Intell· December 2015

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Mirror Surface Reconstruction from a Single Image.
Miaomiao Liu, Richard Hartley, Mathieu Salzmann

IEEE Trans Pattern Anal Mach Intell· April 2015

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Discriminative Non-Linear Stationary Subspace Analysis for Video Classification.
Mahsa Baktashmotlagh, Mehrtash Harandi, Brian C Lovell, Mathieu Salzmann

IEEE Trans Pattern Anal Mach Intell· December 2014

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Monocular 3D reconstruction of locally textured surfaces.
Aydin Varol, Appu Shaji, Mathieu Salzmann, Pascal Fua

IEEE Trans Pattern Anal Mach Intell· June 2012

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Linear local models for monocular reconstruction of deformable surfaces.
Mathieu Salzmann, Pascal Fua

IEEE Trans Pattern Anal Mach Intell· May 2011

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Surface deformation models for nonrigid 3D shape recovery.
Mathieu Salzmann, Julien Pilet, Slobodan Ilic, Pascal Fua

IEEE Trans Pattern Anal Mach Intell· August 2007

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