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Pascal Frossard

swiss federal institutes of technology domain

57H-index
757Paper Count
2.7WCitation Count
Published Papers 109
Publication Date
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Future cardiovascular events prediction from invasive coronary angiography: A graph representation learning perspective
errMedical Image Analysis
IF11.8
err2026-04-22
err0
errOAAI
errXiaowu Sun; Theofilos Belmpas; Ortal Senouf; Emmanuel Abbé; Pascal Frossard; Bernard De Bruyne; Denise Auberson; Olivier Muller; Stephane Fournier; Thabo Mahendiran; Dorina Thanou
errShare
errSave
Graph-Dictionary Signal Model for Sparse Representation of Multivariate Data
errIEEE Transactions on Signal and Information Processing over Networks
IF4.9
err2026-01-13
err0
PREAI
errWilliam Cappelletti; Pascal Frossard
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errSave
Revisiting Automatic Data Curation for Vision Foundation Models in Digital Pathology
errMEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2025, PT VI
IF0
err2026-01-01
err0
PREAI
errChen, Boqi; Vincent-Cuaz, Cedric; Schoenpflug, Lydia A.; Madeira, Manuel; Fournier, Lisa; Subramanian, Vaishnavi; Andani, Sonali; Ruiperez-Campillo, Samuel; Vogt, Julia E.; Luisier, Raphaelle; Thanou, Dorina; Koelzer, Viktor H.; Frossard, Pascal; Campanella, Gabriele; Ratsch, Gunnar
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errSave
AI-Driven multi-view learning from CCTA for myocardial infarction diagnosis
errINTERNATIONAL JOURNAL OF CARDIOVASCULAR IMAGING
IF1.5
err2025-10-01
err0
errOAAI
errGwizdala, Jakub; Salihu, Adil; Senouf, Ortal; Meier, David; Rotzinger, David; Qanadli, Salah; Muller, Olivier; Frossard, Pascal; Abbe, Emmanuel; Thanou, Dorina; Fournier, Stephane; Auberson, Denise
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errSave
Decoding the interactions and functions of non-coding RNA with artificial intelligence
errNature Reviews Molecular Cell Biology
IF90.2
err2025-06-19
err0
PREAI
errVincent Jung; Cédric Vincent-Cuaz; Charlotte Tumescheit; Lisa Fournier; Marousa Darsinou; Zhi Ming Xu; Ali Saadat; Yiran Wang; Petros Tsantoulis; Olivier Michielin; Jacques Fellay; Rickie Patani; Andres Ramos; Pascal Frossard; Janna Hastings; Antonella Riccio; Lonneke van der Plas; Raphaëlle Luisier
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errSave
PriPHiT: Privacy-Preserving Hierarchical Training of Deep Neural Networks
errIEEE Transactions on Multimedia
IF9.7
err2025-01-01
err0
PREAI
errYamin Sepehri; Pedram Pad; Pascal Frossard; L. Andrea Dunbar
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errSave
Equivariant 3D-conditional diffusion model for molecular linker design
errNATURE MACHINE INTELLIGENCE
IF23.9
err2024-04-11
err17
errOAAI
errIgashov, Ilia; Stark, Hannes; Vignac, Clement; Schneuing, Arne; Satorras, Victor Garcia; Frossard, Pascal; Welling, Max; Bronstein, Michael; Correia, Bruno
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errSave
SVGC-AVA: 360-Degree Video Saliency Prediction With Spherical Vector-Based Graph Convolution and Audio-Visual Attention
errIEEE TRANSACTIONS ON MULTIMEDIA
IF9.7
err2024-01-01
err2
PREAI
errYang, Qin; Li, Yuqi; Li, Chenglin; Wang, Hao; Yan, Sa; Wei, Li; Dai, Wenrui; Zou, Junni; Xiong, Hongkai; Frossard, Pascal
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errSave
Hierarchical Training of Deep Neural Networks Using Early Exiting
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-01-01
err0
errOAAI
errSepehri, Yamin; Pad, Pedram; Yuzuguler, Ahmet Caner; Frossard, Pascal; Dunbar, L. Andrea
errShare
errSave
Privacy-Preserving Image Acquisition for Neural Vision Systems
errIEEE TRANSACTIONS ON MULTIMEDIA
IF9.7
err2023-01-01
err1
PREAI
errSepehri, Yamin; Pad, Pedram; Kundig, Clement; Frossard, Pascal; Dunbar, L. Andrea
errShare
errSave
Interpretable temporal-spatial graph attention network for multi-site PV power forecasting
errAPPLIED ENERGY
IF11
err2022-12-01
err26
errOAAI
errSimeunovic, Jelena; Schubnel, Baptiste; Alet, Pierre-Jean; Carrillo, Rafael E.; Frossard, Pascal
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errSave
iPool--Information-Based Pooling in Hierarchical Graph Neural Networks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2022-09-01
err17
errOAAI
errGao, Xing; Dai, Wenrui; Li, Chenglin; Xiong, Hongkai; Frossard, Pascal
errShare
errSave
Graph Neural Networks With Lifting-Based Adaptive Graph Wavelets
errIEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF4.9
err2022-01-01
err10
errOAAI
errXu, Mingxing; Dai, Wenrui; Li, Chenglin; Zou, Junni; Xiong, Hongkai; Frossard, Pascal
errShare
errSave
OSLO: On-the-Sphere Learning for Omnidirectional Images and Its Application to 360-Degree Image Compression
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2022-01-01
err4
errOAAI
errBidgoli, Navid Mahmoudian; Azevedo, Roberto G. de A.; Maugey, Thomas; Roumy, Aline; Frossard, Pascal
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errSave
Wasserstein-Based Graph Alignment
errIEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF4.9
err2022-01-01
err7
errOAAI
errMaretic, Hermina Petric; El Gheche, Mireille; Minder, Matthias; Chierchia, Giovanni; Frossard, Pascal
errShare
errSave
Optimism in the Face of Adversity: Understanding and Improving Deep Learning Through Adversarial Robustness
errPROCEEDINGS OF THE IEEE
IF25.9
err2021-05-01
err21
errOAAI
errOrtiz-Jimenez, Guillermo; Modas, Apostolos; Moosavi-Dezfooli, Seyed-Mohsen; Frossard, Pascal
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errSave
node2coords: Graph Representation Learning with Wasserstein Barycenters
errIEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF4.9
err2021-01-01
err3
errOAAI
errSimou, Effrosyni; Thanou, Dorina; Frossard, Pascal
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errSave
Multiscale Representation Learning of Graph Data With Node Affinity
errIEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF4.9
err2021-01-01
err4
PREAI
errGao, Xing; Dai, Wenrui; Li, Chenglin; Xiong, Hongkai; Frossard, Pascal
errShare
errSave
Traffic Signal Prediction on Transportation Networks Using Spatio-Temporal Correlations on Graphs
errIEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF4.9
err2021-01-01
err7
errOAAI
errKwak, Semin; Geroliminis, Nikolas; Frossard, Pascal
errShare
errSave
Graph Signal Processing for Machine Learning: A Review and New Perspectives
errIEEE SIGNAL PROCESSING MAGAZINE
IF9.6
err2020-11-01
err103
errOAAI
errDong, Xiaowen; Thanou, Dorina; Toni, Laura; Bronstein, Michael; Frossard, Pascal
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
B
Bernard De Bruyne
H-index: 113 · Papers: 896
张彦 cover
张彦 (Yan Zhang)
H-index: 106 · Papers: 1.5K
G
Gunnar Rätsch
H-index: 88 · Papers: 505
M
Max Welling
H-index: 86 · Papers: 523
O
Olivier Michielin
H-index: 83 · Papers: 494
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