Romain Lopez
According to our database1,
Romain Lopez
authored at least 18 papers
between 2013 and 2024.
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Bibliography
2024
CoRR, 2024
Sequential Optimal Experimental Design of Perturbation Screens Guided by Multi-modal Priors.
Proceedings of the Research in Computational Molecular Biology, 2024
Gene-Level Representation Learning via Interventional Style Transfer in Optical Pooled Screening.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the Causal Learning and Reasoning, 2024
2023
A Supervised Contrastive Framework for Learning Disentangled Representations of Cellular Perturbation Data.
Proceedings of the Machine Learning in Computational Biology, November 30, 2023
Proceedings of the Conference on Causal Learning and Reasoning, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Disentangling shared and group-specific variations in single-cell transcriptomics data with multiGroupVI.
Proceedings of the Machine Learning in Computational Biology, 21-22 November 2022, Online, 2022
2021
Charting Cellular States, One Cell at a Time: Computational, Inferential and Modeling Perspectives.
PhD thesis, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
A joint model of unpaired data from scRNA-seq and spatial transcriptomics for imputing missing gene expression measurements.
CoRR, 2019
2018
CoRR, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
2017
A deep generative model for gene expression profiles from single-cell RNA sequencing.
CoRR, 2017
2013
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2013