1 citations · 1 across the 4 of their papers we have counts for
4 papers
Temporally Consistent and Controllable Video Generation of 2D Cine CMR via Latent Space Motion Modeling
Yiheng Cao, Gustavo Andrade-Miranda, Jiatian Zhang +2
Cine cardiac magnetic resonance is the gold standard for assessing cardiac function, but the scarcity of public datasets limits the development of advanced data-driven models. To a…
Complexity reduction in online stochastic Newton methods with potential O(N d) total cost
Antoine Godichon-Baggioni, Bruno Portier, Guillaume Sallé
Optimizing smooth convex functions in stochastic settings, where only noisy estimates of gradients and Hessians are available, is a fundamental problem in optimization. While first…
crossMoDA Challenge: Evolution of Cross-Modality Domain Adaptation Techniques for Vestibular Schwannoma and Cochlea Segmentation from 2021 to 2023
Navodini Wijethilake, Reuben Dorent, Marina Ivory +38
The cross-Modality Domain Adaptation (crossMoDA) challenge series, initiated in 2021 in conjunction with the International Conference on Medical Image Computing and Computer Assist…
Cross-modal tumor segmentation using generative blending augmentation and self training
Guillaume Sallé, Pierre-Henri Conze, Julien Bert +3
\textit{Objectives}: Data scarcity and domain shifts lead to biased training sets that do not accurately represent deployment conditions. A related practical problem is cross-modal…