Vandergheynst, Pierre

école polytechnique fédérale de lausanne (epfl)

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收录论文 51

发表时间

Conditional deep learning model reveals translation elongation determinants during amino acid deprivation 条件性深度学习模型揭示了氨基酸缺乏期间翻译延伸的决定因素

Communications Biology

IF5.1

2025-11-26

OAAI

Mohan Vamsi Nallapareddy; Francesco Craighero; Lina Worpenberg; Felix Naef; Cédric Gobet; Pierre Vandergheynst

Exploring dark-matterprotein folds using deep learning 探索暗物质蛋白折叠结构利用深度学习

CELL SYSTEMS

IF7.7

2024-10-01

OAAI

Harteveld, Zander; Van Hall-Beauvais, Alexandra; Morozova, Irina; Southern, Joshua; Goverde, Casper; Georgeon, Sandrine; Rosset, Stephane; Defferrard, Micheal; Loukas, Andreas; Vandergheynst, Pierre; Bronstein, Michael M.; Correia, Bruno E.

Molecular set representation learning

NATURE MACHINE INTELLIGENCE

IF23.9

2024-07-05

OAAI

Boulougouri, Maria; Vandergheynst, Pierre; Probst, Daniel

Distributed Signal Processing via Chebyshev Polynomial Approximation

IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS

IF4.9

2018-12-01

OAAI

Shuman, David I.; Vandergheynst, Pierre; Kressner, Daniel; Frossard, Pascal

RETRACTION: Image compression using an edge adapted redundant dictionary and wavelets (Retraction of Vol 86, Pg 444, 2005)

SIGNAL PROCESSING

IF3.6

2018-11-01

PREAI

Peotta, Lorenzo; Granai, Lorenzo; Vandergheynst, Pierre

Graph Signal Processing: Overview, Challenges, and Applications 图信号处理: 概述、挑战与应用

PROCEEDINGS OF THE IEEE

IF25.9

2018-05-01

1.1K

OAAI

Ortega, Antonio; Frossard, Pascal; Kovacevic, Jelena; Moura, Jose M. F.; Vandergheynst, Pierre

Adaptive Graph-Based Total Variation for Tomographic Reconstructions

ieee signal processing magazine

IF3.9

2018-05-01

OAAI

Mahmood, Faisal; Shahid, Nauman; Skoglund, Ulf; Vandergheynst, Pierre

Compressive PCA for Low-Rank Matrices on Graphs

IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS

IF4.9

2017-12-01

OAAI

Shahid, Nauman; Perraudin, Nathanael; Puy, Gilles; Vandergheynst, Pierre

Geometric Deep Learning Going beyond Euclidean data

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2017-07-01

2.2K

OAAI

Bronstein, Michael M.; Bruna, Joan; LeCun, Yann; Szlam, Arthur; Vandergheynst, Pierre

Locating Temporal Functional Dynamics of Visual Short-Term Memory Binding using Graph Modular Dirichlet Energy

SCIENTIFIC REPORTS

IF3.9

2017-02-10

OAAI

Smith, Keith; Ricaud, Benjamin; Shahid, Nauman; Rhodes, Stephen; Starr, John M.; Ibanez, Augustin; Parra, Mario A.; Escudero, Javier; Vandergheynst, Pierre

Principal Patterns on Graphs: Discovering Coherent Structures in Datasets

IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS

IF4.9

2016-06-01

OAAI

Benzi, Kirell; Ricaud, Benjamin; Vandergheynst, Pierre

Fast Robust PCA on Graphs

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2016-06-01

OAAI

Shahid, Nauman; Perraudin, Nathanael; Kalofolias, Vassilis; Puy, Gilles; Vandergheynst, Pierre