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Sippel, S.; Meinshausen, N.; Székely, E.; Fischer, E.; Pendergrass, A. G.; Lehner, F.; Knutti, R. "Robust detection of forced warming in the presence of potentially large climate variability" Science Advances 7 43 eabh4429 2021 View publication
Journal Article
Marafioti, A.; Majdak, P.; Holighaus, N.; Perraudin, N. "GACELA: A Generative Adversarial Context Encoder for Long Audio Inpainting of Music" IEEE Journal of Selected Topics in Signal Processing 15 1 120-131 2021 View publication
Journal Article
Dureuil, M.; Aeberhard, W.; Burnett, K.; Hueter, R.; Tyminski, J.; Worm, B. "Unified natural mortality estimation for teleosts and elasmobranchs" Marine Ecology Progress Series 667 113-129 2021 View publication
Journal Article
Itani, S.; Thanou, D. "A Graph Signal Processing Framework for the Classification of Temporal Brain Data" 2020 28th European Signal Processing Conference (EUSIPCO) 1180-1184 2021 View publication
Conference Paper
Belomestny, D.; Krymova, E.; Polbin, A. "Bayesian TVP-VARX models with time invariant long-run multipliers" Economic Modelling 101 105531 2021 View publication
Journal Article
Landwehr, S.; Volpi, M.; Haumann, F. A.; Robinson, C. M.; Thurnherr, I.; Ferracci, V.; Baccarini, A.; Thomas, J.; Gorodetskaya, I.; Tatzelt, C.; et al. "Exploring the coupled ocean and atmosphere system with a data science approach applied to observations from the Antarctic Circumnavigation Expedition" Earth System Dynamics 12 4 1295-1369 2021 View publication
Journal Article
Martinkus, K.; Lucchi, A.; Perraudin, N. "Scalable Graph Networks for Particle Simulations" Proceedings of the AAAI Conference on Artificial Intelligence 35 8912–8920 2021 View publication
Conference Paper
Xydis, A.; Perraudin, N.; Rust, R.; Lytle, B. A.; Gramazio, F.; Kohler, M. "Data-Driven Acoustic Design of Diffuse Soundfields" ACADIA 2021: Realignments: Toward Critical Computation 170-181 2021 View publication
Conference Paper
Perraudin, N.; Marcon, S.; Lucchi, A.; Kacprzak, T. "Emulation of Cosmological Mass Maps with Conditional Generative Adversarial Networks" Frontiers in Artificial Intelligence 4 673062 2021 View publication
Journal Article
Bracher, J.; Wolffram, D.; Deuschel, J.; Görgen, K.; Ketterer, J. L.; Ullrich, A.; Abbott, S.; Barbarossa, M. V.; Bertsimas, D.; Bhatia, S.; et al. "A pre-registered short-term forecasting study of COVID-19 in Germany and Poland during the second wave" Nature Communications 12 1 5173 2021 View publication
Journal Article
Simou, E.; Thanou, D.; Frossard, P. "node2coords: Graph Representation Learning with Wasserstein Barycenters" IEEE Transactions on Signal and Information Processing over Networks 7 17-29 2021 View publication
Journal Article
Itani, S.; Thanou, D. "Combining anatomical and functional networks for neuropathology identification: A case study on autism spectrum disorder" Medical Image Analysis 69 101986 2021 View publication
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