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Mathieu Salzmann

Senior Researcher

EPFL (École Polytechnique Fédérale de Lausanne)

Switzerland

Research Interests

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Professors in Switzerland Professors in Computer Vision Computer Vision professors in Switzerland

Articles (18)

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2026

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2025

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2025

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2024

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2024

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2023

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2023

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2023

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2023

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2023

Collaborators (6)

George Helou

Research Professor of Physics

California Institute of Technology

UNITED STATES

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Jean-Paul Kneib

EPFL

SWITZERLAND

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Quanzhi Ye

Staff Scientist

University of California, Los Angeles

UNITED STATES

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Noam Aigerman

Associate Professor

Université de Montréal

CANADA

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Delphine Ribes Lemay

EPFL (École Polytechnique Fédérale de Lausanne)

SWITZERLAND

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Nicolas Henchoz

Director

EPFL (École Polytechnique Fédérale de Lausanne)

SWITZERLAND

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Mathieu Salzmann

Research Interests

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Articles (18)

Open Books: Supporting the Comprehension of Photobooks as Sequential Art

Deep Learning to Improve the Discovery of Near-Earth Asteroids in the Zwicky Transient Facility

Temporally-Consistent Surface Reconstruction Using Metrically-Consistent Atlases

Tiny satellites, big challenges: A feasibility study of machine vision pose estimation for PocketQubes during conjunctions

Data Augmentation via Latent Diffusion for Saliency Prediction

SINDER: Repairing the Singular Defects of DINOv2

Source-Free Domain-Invariant Performance Prediction

Unlocking Comics: The AI4VA Dataset for Visual Understanding

Toward Automatic Typography Analysis: Serif Classification and Font Similarities

A Closed-Form, Pairwise Solution to Local Non-Rigid Structure-From-Motion

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

Match Normalization: Learning-Based Point Cloud Registration for 6D Object Pose Estimation in the Real World

Detecting Road Obstacles by Erasing Them

Training Provably Robust Models by Polyhedral Envelope Regularization

Temporal Representation Learning on Monocular Videos for 3D Human Pose Estimation

Fast Adversarial Training With Adaptive Step Size

Perspective Aware Road Obstacle Detection

Universal, Transferable Adversarial Perturbations for Visual Object Trackers

Collaborators (6)

George Helou

Jean-Paul Kneib

Quanzhi Ye

Noam Aigerman

Delphine Ribes Lemay

Nicolas Henchoz

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