Emilien Dupont
- COIN: COmpression with Implicit Neural representations
2021/03/03 by Emilien Dupont, Dupont, Emilien, Adam Goliński +7 · 2 voices · 20 citations
Computer Science · Engineering · #Advanced Data Compression Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #cs.CV #cs.LG #eess.IV #electronic engineering #information engineering
- Mathematical discoveries from program search with large language models
2023/12/14 by Bernardino Romera‐Paredes, Bernardino Romera-Paredes, Mohammadamin Barekatain +11 · 188 citations
Computer Science · #Computability, Logic, AI Algorithms #Artificial Intelligence in Games #Algorithms and Data Compression
- AlphaEvolve: A coding agent for scientific and algorithmic discovery
2025/06/16 by Alexander Novikov, Ngân Vũ, Novikov, Alexander +38 · 2 voices · 171 citations
Decision Sciences · #Scientific Computing and Data Management
- Augmented Neural ODEs
2019/04/02 by Emilien Dupont, Dupont, Emilien, Arnaud Doucet +3 · 47 citations
Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Neural Networks and Applications
- From data to functa: Your data point is a function and you can treat it like one
2022/01/28 by Emilien Dupont, Hyunjik Kim, Dupont, Emilien +7 · 20 citations
Engineering · Computer Science · Biochemistry, Genetics and Molecular Biology · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Cell Image Analysis Techniques
- Spatial Functa: Scaling Functa to ImageNet Classification and Generation
2023/02/06 by Matthias Bauer, Emilien Dupont, Bauer, Matthias +9 · 10 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Neural Network Applications #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- LieTransformer: Equivariant self-attention for Lie Groups
2020/12/20 by Michael Hutchinson, Charline Le Lan, Hutchinson, Michael +9 · 7 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Topic Modeling
- Generating Realistic Geology Conditioned on Physical Measurements with Generative Adversarial Networks
2018/02/08 by Emilien Dupont, Tuanfeng Zhang, Dupont, Emilien +6 · 5 citations
Computer Science · Environmental Science · #Generative Adversarial Networks and Image Synthesis #Computer Graphics and Visualization Techniques #Landslides and related hazards
- Generative Models as Distributions of Functions
2021/02/09 by Emilien Dupont, Yee Whye Teh, Dupont, Emilien +3 · 2 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Good, Cheap, and Fast: Overfitted Image Compression with Wasserstein Distortion
2024/11/30 by Jona Ballé, Ballé, Jona, Luca Versari +7 · 2 citations
Computer Science · #Advanced Data Compression Techniques #Image and Signal Denoising Methods #Advanced Image Processing Techniques