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.
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.
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.
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.