Emilien Dupont - Concepedia

Author

Emilien Dupont

University of Oxford

Also Known As

Dupont, Emilien, Emilien Dupont

Publications

837

Citations

H-Index

Concepts

All Affiliations

University of Oxford Google DeepMind (United Kingdom)Schlumberger (British Virgin Islands)

About

Emilien Dupont is an author at University of Oxford specializing in machine learning, engineering, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	10	11	299
2	Computer Science	9	9	267
3	Data Science	9	9	268
4	Management	1	1	23
5	Civil Engineering	1	1	10

Emilien Dupont

Publications

819

Citations

H-Index

Page 1

	Year	Citations
Mathematical discoveries from program search with large language models Bernardino Romera‐Paredes, Mohammadamin Barekatain, Alexander Novikov, Nature	2023	272
Generating geologically realistic 3D reservoir facies models using deep learning of sedimentary architecture with generative adversarial networks Tuanfeng Zhang, Peter Tilke, Emilien Dupont, Petroleum Science	2019	149
Learning Disentangled Joint Continuous and Discrete Representations Emilien Dupont arXiv (Cornell University) Artificial IntelligenceLatent ModelingEngineeringMachine LearningData Science	2018	61
Generating Realistic Geology Conditioned on Physical Measurements with Generative Adversarial Networks Emilien Dupont, Tuanfeng Zhang, Peter Tilke, arXiv (Cornell University) EngineeringMachine LearningPhysical MeasurementsEarth ScienceSemantic Inpainting	2018	58
Augmented Neural ODEs Emilien Dupont, Yee Whye Teh arXiv (Cornell University) Neural OdesEvolving Neural NetworkAugmented Neural OdesPde-constrained OptimizationComputational Neuroscience	2019	57
LieTransformer: Equivariant self-attention for Lie Groups Michael Hutchinson, Charline Le Lan, Sheheryar Zaidi, arXiv (Cornell University) Geometric LearningConvolutional Neural NetworkLie GroupEngineeringMachine Learning	2020	35
C3: High-Performance and Low-Complexity Neural Compression from a Single Image or Video Hyunjik Kim, Matthias Bauer, Lucas Theis,	2024	30
COIN++: Neural Compression Across Modalities Emilien Dupont, Hrushikesh Loya, Milad Alizadeh, arXiv (Cornell University) Data ModalitiesLossy CompressionImage AnalysisMachine LearningData Science	2022	29
COIN: COmpression with Implicit Neural representations Emilien Dupont, Adam Goliński, Milad Alizadeh, arXiv (Cornell University) Lossy CompressionRgb ValuesImage AnalysisMachine LearningData Science	2021	25
From data to functa: Your data point is a function and you can treat it like one Emilien Dupont, Hyunjik Kim, S. M. Ali Eslami, arXiv (Cornell University) Data RepresentationData ModalitiesGeometric LearningConvolutional Neural NetworkEngineering	2022	23

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