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pro vyhledávání: '"Southern, Joshua"'
Message passing neural networks (MPNNs) have been shown to have limitations in terms of expressivity and modeling long-range interactions. Augmenting MPNNs with a virtual node (VN) removes the locality constraint of the layer aggregation and has been
Externí odkaz:
http://arxiv.org/abs/2405.13526
Graph generative model evaluation necessitates understanding differences between graphs on the distributional level. This entails being able to harness salient attributes of graphs in an efficient manner. Curvature constitutes one such property that
Externí odkaz:
http://arxiv.org/abs/2301.12906
Autor:
Harteveld, Zander, Van Hall-Beauvais, Alexandra, Morozova, Irina, Southern, Joshua, Goverde, Casper, Georgeon, Sandrine, Rosset, Stéphane, Defferrard, Michëal, Loukas, Andreas, Vandergheynst, Pierre, Bronstein, Michael M., Correia, Bruno E.
Publikováno v:
In Cell Systems 16 October 2024 15(10):898-910
Autor:
Harper, Ross, Southern, Joshua
Automatic detection of emotion has the potential to revolutionize mental health and wellbeing. Recent work has been successful in predicting affect from unimodal electrocardiogram (ECG) data. However, to be immediately relevant for real-world applica
Externí odkaz:
http://arxiv.org/abs/1907.07327
Autor:
Harper, Ross, Southern, Joshua
Automatic prediction of emotion promises to revolutionise human-computer interaction. Recent trends involve fusion of multiple data modalities - audio, visual, and physiological - to classify emotional state. However, in practice, collection of physi
Externí odkaz:
http://arxiv.org/abs/1902.03043
Autor:
Southern, Joshua1 (AUTHOR), Gonzalez, Guadalupe1,2 (AUTHOR), Borgas, Pia3 (AUTHOR), Poynter, Liam4 (AUTHOR), Laponogov, Ivan4 (AUTHOR), Zhong, Yoyo4 (AUTHOR), Mirnezami, Reza5 (AUTHOR), Veselkov, Dennis1 (AUTHOR), Bronstein, Michael6 (AUTHOR), Veselkov, Kirill2,7 (AUTHOR) kirill.veselkov04@imperial.ac.uk
Publikováno v:
Scientific Reports. 11/18/2023, Vol. 13 Issue 1, p1-9. 9p.
Autor:
Wei, Wei1,2,3 (AUTHOR), Southern, Joshua4 (AUTHOR), Zhu, Kexuan2 (AUTHOR), Li, Yefeng5 (AUTHOR), Cordeiro, Maria Francesca1,3 (AUTHOR) m.cordeiro@imperial.ac.uk, Veselkov, Kirill1 (AUTHOR) kirill.veselkov04@imperial.ac.uk
Publikováno v:
Scientific Reports. 5/22/2023, Vol. 13 Issue 1, p1-10. 10p.
Autor:
Hanassab, Simon, Southern, Joshua, Olabode, Ayomide Victoria, Heinis, Thomas, Abbara, Ali, Izzi-Engbeaya, Chioma, Veselkov, Kirill, Dhillo, Waljit S.
Publikováno v:
In Fertility and Sterility October 2024 122(4) Supplement:e414-e414
Publikováno v:
MLDD 2022-Machine Learning for Drug Discovery Workshop of ICLR 2022
MLDD 2022-Machine Learning for Drug Discovery Workshop of ICLR 2022, Apr 2022, Virtual conference, France
MLDD 2022-Machine Learning for Drug Discovery Workshop of ICLR 2022, Apr 2022, Virtual conference, France
International audience; Proteins are biological macromolecules that perform many essential roles within all living organisms. Many protein functions arise from physical interactions between them and also with other biomolecules (e.g. DNA, metabolites
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______165::1193198157bf10bf06227b38f7a1f864
https://hal.science/hal-03949198
https://hal.science/hal-03949198
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