Emilien Dupont
Google (United States)(US)DeepMind (United Kingdom)(GB)
Publications by Year
Research Areas
Generative Adversarial Networks and Image Synthesis, Model Reduction and Neural Networks, Neural Networks and Applications, 3D Shape Modeling and Analysis, Advanced Data Compression Techniques
Most-Cited Works
- → Mathematical discoveries from program search with large language models(2023)290 cited
- → Generating geologically realistic 3D reservoir facies models using deep learning of sedimentary architecture with generative adversarial networks(2019)153 cited
- → Learning Disentangled Joint Continuous and Discrete Representations(2018)61 cited
- → Generating Realistic Geology Conditioned on Physical Measurements with Generative Adversarial Networks(2018)58 cited
- → Augmented Neural ODEs(2019)57 cited
- → C3: High-Performance and Low-Complexity Neural Compression from a Single Image or Video(2024)36 cited
- → LieTransformer: Equivariant self-attention for Lie Groups(2020)35 cited
- → COIN++: Neural Compression Across Modalities(2022)29 cited
- → COIN: COmpression with Implicit Neural representations(2021)25 cited
- → From data to functa: Your data point is a function and you can treat it like one(2022)23 cited