2 code implementations • 6 May 2019 • Romain Lopez, Achille Nazaret, Maxime Langevin, Jules Samaran, Jeffrey Regier, Michael. I. Jordan, Nir Yosef
Building upon domain adaptation work, we propose gimVI, a deep generative model for the integration of spatial transcriptomic data and scRNA-seq data that can be used to impute missing genes.
no code implementations • ACL 2021 • Jules Samaran, Noa Garcia, Mayu Otani, Chenhui Chu, Yuta Nakashima
The impressive performances of pre-trained visually grounded language models have motivated a growing body of research investigating what has been learned during the pre-training.
no code implementations • 2 Sep 2021 • Jules Samaran, Ugo Tanielian, Romain Beaumont, Flavian vasile
Current recommendation approaches help online merchants predict, for each visiting user, which subset of their existing products is the most relevant.
1 code implementation • 23 Sep 2021 • Astha Garg, Wenyu Zhang, Jules Samaran, Savitha Ramasamy, Chuan-Sheng Foo
Several techniques for multivariate time series anomaly detection have been proposed recently, but a systematic comparison on a common set of datasets and metrics is lacking.