Publications by authors named "Pascal Frossard"

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Hierarchical Spherical CNNs With Lifting-Based Adaptive Wavelets for Pooling and Unpooling.
Mingxing Xu, Chenglin Li, Wenrui Dai, Siheng Chen, Junni Zou, Pascal Frossard

IEEE Trans Pattern Anal Mach Intell· January 2026

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Decoding the interactions and functions of non-coding RNA with artificial intelligence.
Vincent Jung, Cédric Vincent-Cuaz, Charlotte Tumescheit, Lisa Fournier, Marousa Darsinou, Pascal Frossard

Nat Rev Mol Cell Biol· October 2025

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AI-Driven multi-view learning from CCTA for myocardial infarction diagnosis.
Jakub Gwizdala, Adil Salihu, Ortal Senouf, David Meier, David Rotzinger, Pascal Frossard

Int J Cardiovasc Imaging· October 2025

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Physics-informed model of epileptic seizure dynamics.
Mathieu Ruch, Arun Venkitaraman, Ortal Senouf, Pascal Frossard

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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CM-UNet: A Self-Supervised Learning-Based Model for Coronary Artery Segmentation in X-Ray Angiography.
Camille Challier, Xiaowu Sun, Thabo Mahendiran, Ortal Senouf, Bernard De Bruyne, Pascal Frossard

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Hierarchical Training of Deep Neural Networks Using Early Exiting.
Yamin Sepehri, Pedram Pad, Ahmet Caner Yuzuguler, Pascal Frossard, L Andrea Dunbar

IEEE Trans Neural Netw Learn Syst· April 2025

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Anatomy-Informed Multimodal Learning for Myocardial Infarction Prediction.
Ivan-Daniel Sievering, Ortal Senouf, Thabo Mahendiran, David Nanchen, Stephane Fournier, Pascal Frossard

IEEE Open J Eng Med Biol· May 2024

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Stereo Confidence Estimation via Locally Adaptive Fusion and Knowledge Distillation.
Sunok Kim, Seungryong Kim, Dongbo Min, Pascal Frossard, Kwanghoon Sohn

IEEE Trans Pattern Anal Mach Intell· May 2023

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Blood pressure monitoring during anesthesia induction using PPG morphology features and machine learning.
Clémentine Aguet, João Jorge, Jérôme Van Zaen, Martin Proença, Guillaume Bonnier, Pascal Frossard

PLoS One· February 2023

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Deep learning-based prediction of future myocardial infarction using invasive coronary angiography: a feasibility study.
Thabo Mahendiran, Dorina Thanou, Ortal Senouf, David Meier, Nicolas Dayer, Pascal Frossard

Open Heart· January 2023

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iPool-Information-Based Pooling in Hierarchical Graph Neural Networks.
Xing Gao, Wenrui Dai, Chenglin Li, Hongkai Xiong, Pascal Frossard

IEEE Trans Neural Netw Learn Syst· September 2022

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OSLO: On-the-Sphere Learning for Omnidirectional Images and Its Application to 360-Degree Image Compression.
Navid Mahmoudian Bidgoli, Roberto G de A Azevedo, Thomas Maugey, Aline Roumy, Pascal Frossard

IEEE Trans Image Process· September 2022

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Dynamics of functional network organization through graph mixture learning.
Ilaria Ricchi, Anjali Tarun, Hermina Petric Maretic, Pascal Frossard, Dimitri Van De Ville

Neuroimage· May 2022

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Feature Learning for Blood Pressure Estimation from Photoplethysmography.
Clementine Aguet, Jerome Van Zaen, Joao Jorge, Martin Proenca, Guillaume Bonnier, Pascal Frossard

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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Graph Transform Optimization with Application to Image Compression.
Giulia Fracastoro, Dorina Thanou, Pascal Frossard

IEEE Trans Image Process· August 2019

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Geometry-Consistent Light Field Super-Resolution via Graph-Based Regularization.
Mattia Rossi, Pascal Frossard

IEEE Trans Image Process· September 2018

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Wide-Baseline Foreground Object Interpolation Using Silhouette Shape Prior.
Cedric Verleysen, Thomas Maugey, Pascal Frossard, Christophe De Vleeschouwer

IEEE Trans Image Process· November 2017

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Reference View Selection in DIBR-Based Multiview Coding.
Thomas Maugey, Giovanni Petrazzuoli, Pascal Frossard, Marco Cagnazzo, Beatrice Pesquet-Popescu

IEEE Trans Image Process· April 2016

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Graph-Based Compression of Dynamic 3D Point Cloud Sequences.
Dorina Thanou, Philip A Chou, Pascal Frossard

IEEE Trans Image Process· April 2016

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Encoder-Driven Inpainting Strategy in Multiview Video Compression.
Yu Gao, Gene Cheung, Thomas Maugey, Pascal Frossard, Jie Liang

IEEE Trans Image Process· January 2016

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Graph-based representation for multiview image geometry.
Thomas Maugey, Antonio Ortega, Pascal Frossard

IEEE Trans Image Process· May 2015

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Navigation domain representation for interactive multiview imaging.
Thomas Maugey, Ismael Daribo, Gene Cheung, Pascal Frossard

IEEE Trans Image Process· September 2013

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Introduction to the special section on 3D representation, compression, and rendering.
Anthony Vetro, Pascal Frossard, Sanghoon Lee, Karsten Mueller, Jens-Rainer Ohm

IEEE Trans Image Process· September 2013

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Joint reconstruction of multiview compressed images.
Vijayaraghavan Thirumalai, Pascal Frossard

IEEE Trans Image Process· May 2013

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Learning smooth pattern transformation manifolds.
Elif Vural, Pascal Frossard

IEEE Trans Image Process· April 2013

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