Pascal Fua

About Pascal Fua

Pascal Fua, With an exceptional h-index of 117 and a recent h-index of 74 (since 2020), a distinguished researcher at École Polytechnique Fédérale de Lausanne, specializes in the field of Computer Vision, Augmented Reality, Biomedical Imaging, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Harnessing Deep Learning to Detect Bronchiolitis Obliterans Syndrome from Chest CT

Garment Recovery with Shape and Deformation Priors

Efficient Anatomical Labeling of Pulmonary Tree Structures via Implicit Point-Graph Networks

Unsupervised 3D Keypoint Estimation with Multi-View Geometry

ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference

DeepMesh: Differentiable iso-surface extraction

A Closed-Form Solution to Local Non-Rigid Structure-from-Motion

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

Pascal Fua Information

University

Position

Professor Computer Science

Citations(all)

74498

Citations(since 2020)

32639

Cited By

54230

hIndex(all)

117

hIndex(since 2020)

74

i10Index(all)

401

i10Index(since 2020)

256

Email

University Profile Page

Google Scholar

Pascal Fua Skills & Research Interests

Computer Vision

Augmented Reality

Biomedical Imaging

Machine Learning

Top articles of Pascal Fua

Garment Recovery with Shape and Deformation Priors

2024

Efficient Anatomical Labeling of Pulmonary Tree Structures via Implicit Point-Graph Networks

arXiv preprint arXiv:2309.17329

2023/9/29

Donglai Wei
Donglai Wei

H-Index: 9

Pascal Fua
Pascal Fua

H-Index: 67

Unsupervised 3D Keypoint Estimation with Multi-View Geometry

arXiv preprint arXiv:2211.12829

2022/11/23

Sina Honari
Sina Honari

H-Index: 8

Pascal Fua
Pascal Fua

H-Index: 67

ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference

Transactions on Machine Learning Research (TMLR)

2024/4/8

DeepMesh: Differentiable iso-surface extraction

IEEE Transactions on Pattern Analysis and Machine Intelligence

2024/4/22

Edoardo Remelli
Edoardo Remelli

H-Index: 5

Pascal Fua
Pascal Fua

H-Index: 67

A Closed-Form Solution to Local Non-Rigid Structure-from-Motion

arXiv preprint arXiv:2011.11567

2020/11/23

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

IEEE Transactions on Pattern Analysis and Machine Intelligence

2024/4/4

MetaCap: Meta-learning Priors from Multi-View Imagery for Sparse-view Human Performance Capture and Rendering

arXiv preprint arXiv:2403.18820

2024/3/27

Rishabh Dabral
Rishabh Dabral

H-Index: 3

Pascal Fua
Pascal Fua

H-Index: 67

DataCook: Crafting Anti-Adversarial Examples for Healthcare Data Copyright Protection

arXiv preprint arXiv:2403.17755

2024/3/26

Pascal Fua
Pascal Fua

H-Index: 67

Enabling Uncertainty Estimation in Iterative Neural Networks

arXiv preprint arXiv:2403.16732

2024/3/25

CLOAF: CoLlisiOn-Aware Human Flow

2024/3/14

Mathieu Salzmann
Mathieu Salzmann

H-Index: 43

Pascal Fua
Pascal Fua

H-Index: 67

Using Motion Cues to Supervise Single-Frame Body Pose and Shape Estimation in Low Data Regimes

arXiv preprint arXiv:2402.02736

2024/2/5

Occlusion Resilient 3D Human Pose Estimation

arXiv preprint arXiv:2402.11036

2024/2/16

Sina Honari
Sina Honari

H-Index: 8

Pascal Fua
Pascal Fua

H-Index: 67

Tracking Adaptation to Improve SuperPoint for 3D Reconstruction in Endoscopy

2023/10/1

Pascal Fua
Pascal Fua

H-Index: 67

Shape optimisation of technical devices via gradient descent using convolutional neural network proxies

2023/9/26

Latent representation of computational fluid dynamics meshes and application to airfoil aerodynamics

American Institute of Aeronautics and Astronautics Journal (AIAA)

2023/8

Enforcing Topological Interaction between Implicit Surfaces via Uniform Sampling

arXiv preprint arXiv:2307.08716

2023/7/16

Hieu Le
Hieu Le

H-Index: 6

Pascal Fua
Pascal Fua

H-Index: 67

Data processing systems for real-time camera parameter estimation

2023/9/21

A Method and System for Enforcing Smoothness Constraints on Surface Meshes from a Graph Convolutional Neural Network

2023/6/1

See List of Professors in Pascal Fua University(École Polytechnique Fédérale de Lausanne)

Co-Authors

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