List of works - Mathieu Salzmann

Backpropagation-Friendly Eigendecomposition ⬇️

scientific article published in January 2019

Beyond Sharing Weights for Deep Domain Adaptation

scientific article published on 08 March 2018

Compression-aware Training of Deep Networks ⬇️

scientific article published in January 2017

Deep Subspace Clustering Networks ⬇️

scientific article published in January 2017

Dimensionality Reduction on SPD Manifolds: The Emergence of Geometry-Aware Methods.

scientific article published on 18 January 2017

Discriminative Non-Linear Stationary Subspace Analysis for Video Classification

scientific article

Eigendecomposition-Free Training of Deep Networks for Linear Least-Square Problems

scientific article published on 06 March 2020

ExpandNets: Linear Over-parameterization to Train Compact Convolutional Networks ⬇️

scientific article published in November 2020

Factorized Latent Spaces with Structured Sparsity ⬇️

GarNet++: Improving Fast and Accurate Static 3D Cloth Draping by Curvature Loss

scientific article published on 21 July 2020

Implicitly Constrained Gaussian Process Regression for Monocular Non-Rigid Pose Estimation ⬇️

Incorporating Network Built-in Priors in Weakly-supervised Semantic Segmentation

scientific article published on 08 June 2017

Kernel Methods on Riemannian Manifolds with Gaussian RBF Kernels ⬇️

scientific article published on December 2015

Learning the Number of Neurons in Deep Networks ⬇️

scientific article published in January 2016

LiDAR-NeRF: Novel LiDAR View Synthesis via Neural Radiance Fields

scientific article published on 26 October 2024

Linear local models for monocular reconstruction of deformable surfaces.

scientific article published in May 2011

Memory Efficient Max Flow for Multi-Label Submodular MRFs

scientific article published on 26 March 2018

Mirror Surface Reconstruction from a Single Image

scientific article published on 01 April 2015

Monocular 3D reconstruction of locally textured surfaces

scientific article published in June 2012

On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them ⬇️

Surface deformation models for nonrigid 3D shape recovery

scientific article published on 01 August 2007

Tracing in 2D to reduce the annotation effort for 3D deep delineation of linear structures

scientific article published on 09 November 2019

Visual Correspondences for Unsupervised Domain Adaptation on Electron Microscopy Images

scientific article published on 09 October 2019

List of works by Mathieu Salzmann