Rianne van den Berg
- Structured Denoising Diffusion Models in Discrete State-Spaces
2021/07/07 by Jacob Austin, Daniel D. Johnson, Austin, Jacob +7 · 262 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Music and Audio Processing #Topic Modeling
- Modeling Relational Data with Graph Convolutional Networks
2017/03/17 by Michael Schlichtkrull, Schlichtkrull, Michael, Thomas Kipf +9 · 110 citations
Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Bayesian Modeling and Causal Inference
- Graph Convolutional Matrix Completion
2017/06/07 by Rianne van den Berg, Thomas Kipf, Berg, Rianne van den +3 · 67 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Graph Theory and Algorithms
- Autoregressive Diffusion Models
2021/10/05 by Emiel Hoogeboom, Alexey A. Gritsenko, Hoogeboom, Emiel +9 · 24 citations
Mathematics · Medicine · Physics and Astronomy · #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #Fractional Differential Equations Solutions #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
- Protein structure generation via folding diffusion
2024/02/05 by Kevin Wu, Kevin Yang, Rianne van den Berg +4 · 1 voice · 12 citations
Biochemistry, Genetics and Molecular Biology · #Protein Structure and Dynamics #Machine Learning in Bioinformatics #RNA and protein synthesis mechanisms
- Integer Discrete Flows and Lossless Compression
2019/05/17 by Emiel Hoogeboom, Hoogeboom, Emiel, Jorn W. T. Peters +5 · 3 citations
Computer Science · #Algorithms and Data Compression #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing
- A Spectral Energy Distance for Parallel Speech Synthesis
2020/08/03 by Alexey A. Gritsenko, Gritsenko, Alexey A., Tim Salimans +7 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering