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ORCIDBenjamin Girault
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2020 – today
- 2024
[c15]Benjamin Girault, Rémi Emonet, Amaury Habrard, Jordan Patracone, Marc Sebban:
Approximation Error of Sobolev Regular Functions with Tanh Neural Networks: Theoretical Impact on PINNs. ECML/PKDD (4) 2024: 266-282- 2023
- [j6]Eduardo Pavez
, Benjamin Girault, Antonio Ortega, Philip A. Chou:
Two Channel Filter Banks on Arbitrary Graphs With Positive Semi Definite Variation Operators. IEEE Trans. Signal Process. 71: 917-932 (2023) - [c14]Benjamin Girault, Eduardo Pavez, Antonio Ortega:
Joint Graph and Vertex Importance Learning. EUSIPCO 2023: 1858-1862 - [i7]Benjamin Girault, Eduardo Pavez, Antonio Ortega:
Joint Graph and Vertex Importance Learning. CoRR abs/2303.08552 (2023) - 2021
- [j5]Carlos Baquero, Paolo Casari, Antonio Fernández Anta, Amanda García-García, Davide Frey, Augusto Garcia-Agundez, Chryssis Georgiou, Benjamin Girault, Antonio Ortega, Mathieu Goessens, Harold A. Hernández-Roig, Nicolas Nicolaou, Efstathios Stavrakis, Oluwasegun Ojo, Julian C. Roberts, Ignacio Sanchez:
The CoronaSurveys System for COVID-19 Incidence Data Collection and Processing. Frontiers Comput. Sci. 3: 641237 (2021) - [j4]Arindam Jati, Amrutha Nadarajan, Raghuveer Peri, Karel Mundnich, Tiantian Feng, Benjamin Girault, Shrikanth Narayanan:
Temporal Dynamics of Workplace Acoustic Scenes: Egocentric Analysis and Prediction. IEEE ACM Trans. Audio Speech Lang. Process. 29: 756-769 (2021) - [c13]Eduardo Pavez, Benjamin Girault, Antonio Ortega, Philip A. Chou:
Spectral Folding And Two-Channel Filter-Banks On Arbitrary Graphs. ICASSP 2021: 5070-5074 - [c12]Dion Eustathios Olivier Tzamarias, Eduardo Pavez, Benjamin Girault, Antonio Ortega, Ian Blanes, Joan Serra-Sagristà:
Orthogonality and Zero DC Tradeoffs in Biorthogonal Graph Filterbanks. ICASSP 2021: 5509-5513 - 2020
- [c11]Benjamin Girault, Antonio Ortega, Shrikanth S. Narayayan:
Graph Vertex Sampling with Arbitrary Graph Signal Hilbert Spaces. ICASSP 2020: 5670-5674 - [c10]Eduardo Pavez, Benjamin Girault, Antonio Ortega, Philip A. Chou:
Region Adaptive Graph Fourier Transform for 3D Point Clouds. ICIP 2020: 2726-2730 - [i6]Eduardo Pavez, Benjamin Girault, Antonio Ortega, Philip A. Chou:
Region adaptive graph fourier transform for 3d point clouds. CoRR abs/2003.01866 (2020) - [i5]Karel Mundnich, Brandon M. Booth, Michelle L'Hommedieu, Tiantian Feng, Benjamin Girault, Justin L'Hommedieu, Mackenzie Wildman, Sophia Skaaden, Amrutha Nadarajan, Jennifer L. Villatte, Tiago H. Falk, Kristina Lerman, Emilio Ferrara, Shrikanth Narayanan:
TILES-2018: A longitudinal physiologic and behavioral data set of hospital workers. CoRR abs/2003.08474 (2020) - [i4]Oluwasegun Ojo, Augusto García-Agundez, Benjamin Girault, Harold Hernández, Elisa Cabana, Amanda García-García, Payman Arabshahi, Carlos Baquero, Paolo Casari, Ednaldo José Ferreira, Davide Frey, Chryssis Georgiou, Mathieu Goessens, Anna Ishchenko, Ernesto Jiménez, Oleksiy Kebkal, Rosa E. Lillo, Raquel Menezes, Nicolas Nicolaou, Antonio Ortega, Paul Patras, Julian C. Roberts, Efstathios Stavrakis, Yuichi Tanaka, Antonio Fernández Anta:
CoronaSurveys: Using Surveys with Indirect Reporting to Estimate the Incidence and Evolution of Epidemics. CoRR abs/2005.12783 (2020)
2010 – 2019
- 2019
- [j3]Karel Mundnich, Brandon M. Booth, Benjamin Girault, Shrikanth S. Narayanan:
Generating labels for regression of subjective constructs using triplet embeddings. Pattern Recognit. Lett. 128: 385-392 (2019) - [c9]Karel Mundnich, Benjamin Girault, Shrikanth S. Narayanan:
Bluetooth Based Indoor Localization Using Triplet Embeddings. ICASSP 2019: 7570-7574 - [i3]Karel Mundnich, Brandon M. Booth, Benjamin Girault, Shrikanth S. Narayanan:
Generating Labels for Regression of Subjective Constructs using Triplet Embeddings. CoRR abs/1904.01643 (2019) - 2018
- [j2]Benjamin Girault, Antonio Ortega, Shrikanth S. Narayanan:
Irregularity-Aware Graph Fourier Transforms. IEEE Trans. Signal Process. 66(21): 5746-5761 (2018) - [c8]Alexander Serrano, Benjamin Girault, Antonio Ortega:
Graph Variogram: A Novel Tool to Measure Spatial Stationarity. GlobalSIP 2018: 753-757 - [c7]Vincent Gripon, Antonio Ortega, Benjamin Girault:
An Inside Look at Deep Neural Networks Using Graph Signal Processing. ITA 2018: 1-9 - 2017
- [c6]Benjamin Girault, Shrikanth S. Narayanan, Antonio Ortega:
Towards a definition of local stationarity for graph signals. ICASSP 2017: 4139-4143 - [c5]Benjamin Girault, Shrikanth S. Narayanan, Antonio Ortega, Paulo Gonçalves, Eric Fleury:
Grasp: A matlab toolbox for graph signal processing. ICASSP 2017: 6574-6575 - 2016
- [c4]Benjamin Girault, Paulo Gonçalves, Shrikanth S. Narayanan, Antonio Ortega:
Localization bounds for the graph translation. GlobalSIP 2016: 331-335 - [i2]Benjamin Girault, Paulo Gonçalves, Shrikanth S. Narayanan, Antonio Ortega:
Localization bounds for the graph translation. CoRR abs/1609.08820 (2016) - 2015
- [b1]Benjamin Girault:
Signal Processing on Graphs - Contributions to an Emerging Field. (Traitement du signal sur graphes - Contributions à un domaine émergent). École normale supérieure de Lyon, France, 2015 - [j1]Benjamin Girault, Paulo Gonçalves, Eric Fleury:
Translation on Graphs: An Isometric Shift Operator. IEEE Signal Process. Lett. 22(12): 2416-2420 (2015) - [c3]Benjamin Girault:
Stationary graph signals using an isometric graph translation. EUSIPCO 2015: 1516-1520 - 2014
- [c2]Benjamin Girault, Paulo Gonçalves, Eric Fleury, Arashpreet Singh Mor:
Semi-supervised learning for graph to signal mapping: A graph signal wiener filter interpretation. ICASSP 2014: 1115-1119 - 2012
- [c1]Florian Schlachter, Christopher S. F. Schwarzer, Benjamin Girault, Paul Levi:
A Modular Software Framework for Heterogeneous Reconfigurable Robots. AMS 2012: 193-201 - 2011
- [p1]Serge Kernbach, Benjamin Girault, Olga Kernbach:
On Self-Optimized Self-Assembling of Heterogeneous Multi-robot Organisms. Bio-Inspired Self-Organizing Robotic Systems 2011: 123-141 - [i1]Serge Kernbach, Florian Schlachter, Raja Humza, Jens Liedke, Sergej Popesku, Sheila Russo, Tommaso Ranzani, Luigi Manfredi, Cesare Stefanini, Rene Matthias, Christopher S. F. Schwarzer, Benjamin Girault, P. Alschbach, Eugen Meister, Oliver Scholz:
Heterogeneity for Increasing Performance and Reliability of Self-Reconfigurable Multi-Robot Organisms. CoRR abs/1109.2288 (2011)
Coauthor Index
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