Siamak Ravanbakhsh
Publications by Year
Research Areas
Generative Adversarial Networks and Image Synthesis, Advanced Graph Neural Networks, Machine Learning and Algorithms, Bayesian Modeling and Causal Inference, Model Reduction and Neural Networks
Most-Cited Works
- Deep Sets(2017)
- → Accurate, Fully-Automated NMR Spectral Profiling for Metabolomics(2015)299 cited
- → Learning to predict the cosmological structure formation(2019)212 cited
- → CMU DeepLens: deep learning for automatic image-based galaxy–galaxy strong lens finding(2017)185 cited
- → Equivariance Through Parameter-Sharing(2017)106 cited
- → Correction: Accurate, Fully-Automated NMR Spectral Profiling for Metabolomics(2015)55 cited
- → Deep Models of Interactions Across Sets(2018)52 cited
- → Recovering the wedge modes lost to 21-cm foregrounds(2021)45 cited