Journal Papers

SVGC-AVA: 360-Degree Video Saliency Prediction With Spherical Vector-Based Graph Convolution and Audio-Visual Attention

Q. Yang; Y. Li; C. Li; H. Wang; S. Yan et al. 

Ieee Transactions On Multimedia. 2024-01-01. Vol. 26, p. 3061-3076. DOI : 10.1109/TMM.2023.3306596.

Estimating pollution spread in water networks as a Schrödinger bridge problem with partial information

M. Mascherpa; I. Haasler; B. Ahlgren; J. Karlsson 

European Journal Of Control. 2023-11-08. Vol. 74, p. 100846. DOI : 10.1016/j.ejcon.2023.100846.

Privacy-Preserving Image Acquisition for Neural Vision Systems

Y. Sepehri; P. Pad; C. Kundig; P. Frossard; L. A. Dunbar 

Ieee Transactions On Multimedia. 2023-01-01. Vol. 25, p. 6232-6244. DOI : 10.1109/TMM.2022.3207018.

Quality-Constrained Encoding Optimization for Omnidirectional Video Streaming

C. He; R. G. d. A. Azevedo; J. Chen; S. Zhu; B. Zeng et al. 

Ieee Transactions On Circuits And Systems For Video Technology. 2023-10-01. Vol. 33, num. 10, p. 6185-6190. DOI : 10.1109/TCSVT.2023.3245066.

Predictive performance of multi-model ensemble forecasts of COVID-19 across European nations

K. Sherratt; H. Gruson; R. Grah; H. Johnson; R. Niehus et al. 

Elife. 2023-04-21. Vol. 12, p. e81916. DOI : 10.7554/eLife.81916.

Mean Field Type Control With Species Dependent Dynamics via Structured Tensor Optimization

A. Ringh; I. Haasler; Y. Chen; J. Karlsson 

Ieee Control Systems Letters. 2023-01-01. Vol. 7, p. 2898-2903. DOI : 10.1109/LCSYS.2023.3289050.

Scalable Computation of Dynamic Flow Problems via Multimarginal Graph-Structured Optimal Transport

I. Haasler; A. Ringh; Y. Chen; J. Karlsson 

Mathematics Of Operations Research. 2023-06-15. DOI : 10.1287/moor.2021.148.

Stereo Confidence Estimation via Locally Adaptive Fusion and Knowledge Distillation

S. Kim; S. Kim; D. Min; P. Frossard; K. Sohn 

Ieee Transactions On Pattern Analysis And Machine Intelligence. 2023-05-01. Vol. 45, num. 5, p. 6372-6385. DOI : 10.1109/TPAMI.2022.3207286.

Blood pressure monitoring during anesthesia induction using PPG morphology features and machine learning

C. Aguet; J. Jorge; J. Van Zaen; M. Proenca; G. Bonnier et al. 

Plos One. 2023-02-03. Vol. 18, num. 2, p. e0279419. DOI : 10.1371/journal.pone.0279419.

Graph Signal Separation Based on Smoothness or Sparsity in the Frequency Domain

S. Mohammadi; M. Babaie-Zadeh; D. Thanou 

IEEE Transactions On Signal And Information Processing Over Networks. 2023-01-01. Vol. 9, p. 152-161. DOI : 10.1109/TSIPN.2023.3254443.

Deep learning-based prediction of future myocardial infarction using invasive coronary angiography: a feasibility study

T. Mahendiran; D. Thanou; O. Senouf; D. Meier; N. Dayer et al. 

Open Heart. 2023-01-01. Vol. 10, num. 1, p. e002237. DOI : 10.1136/openhrt-2022-002237.

A Methodology for Evaluating the Robustness of Anomaly Detectors to Adversarial Attacks in Industrial Scenarios

A. L. Perales Gomez; L. Fernandez Maimo; F. J. Garcia Clemente; J. A. Maroto Morales; A. Huertas Celdran et al. 

Ieee Access. 2022-01-01. Vol. 10, p. 124582-124594. DOI : 10.1109/ACCESS.2022.3224930.

Interpretable temporal-spatial graph attention network for multi-site PV power forecasting

J. Simeunovic; B. Schubnel; P-J. Alet; R. E. Carrillo; P. Frossard 

Applied Energy. 2022-12-01. Vol. 327, p. 120127. DOI : 10.1016/j.apenergy.2022.120127.

OSLO: On-the-Sphere Learning for Omnidirectional Images and Its Application to 360-Degree Image Compression

N. M. Bidgoli; R. G. d. A. Azevedo; T. Maugey; A. Roumy; P. Frossard 

Ieee Transactions On Image Processing. 2022-01-01. Vol. 31, p. 5813-5827. DOI : 10.1109/TIP.2022.3202357.

Landmarking for Navigational Streaming of Stored High-Dimensional Media

Y. Yuan; G. Cheung; P. Frossard; H. V. Zhao; J. Huang 

Ieee Transactions On Circuits And Systems For Video Technology. 2022-08-01. Vol. 32, num. 8, p. 5663-5679. DOI : 10.1109/TCSVT.2022.3150780.

Post Hoc Explainability for Time Series Classification Toward a signal processing perspective

R. Mochaourab; A. Venkitaraman; I. Samsten; P. Papapetrou; C. R. Rojas 

Ieee Signal Processing Magazine. 2022-07-01. Vol. 39, num. 4, p. 119-129. DOI : 10.1109/MSP.2022.3155955.

Wasserstein-Based Graph Alignment

H. P. Maretic; M. El Gheche; M. Minder; G. Chierchia; P. Frossard 

Ieee Transactions On Signal And Information Processing Over Networks. 2022-01-01. Vol. 8, p. 353-363. DOI : 10.1109/TSIPN.2022.3169632.

Reconstruction of Time-Varying Graph Signals via Sobolev Smoothness

J. H. Giraldo; A. Mahmood; B. Garcia-Garcia; D. Thanou; T. Bouwmans 

Ieee Transactions On Signal And Information Processing Over Networks. 2022-01-01. Vol. 8, p. 201-214. DOI : 10.1109/TSIPN.2022.3156886.

Spatio-Temporal Graph Neural Networks for Multi-Site PV Power Forecasting

J. Simeunovic; B. Schubnel; P-J. Alet; R. E. Carrillo 

Ieee Transactions On Sustainable Energy. 2022-04-01. Vol. 13, num. 2, p. 1210-1220. DOI : 10.1109/TSTE.2021.3125200.

Dynamics of functional network organization through graph mixture learning

I. Ricchi; A. Tarun; H. P. Maretic; P. Frossard; D. Van De Ville 

Neuroimage. 2022-05-15. Vol. 252, p. 119037. DOI : 10.1016/j.neuroimage.2022.119037.

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