| Learning to discover: expressive Gaussian mixture models for multi-dimensional simulation and parameter inference in the physical sciences | Aug 25, 2021 | scientific discovery | CodeCode Available | 0 |
| Beyond Predictions in Neural ODEs: Identification and Interventions | Jun 23, 2021 | scientific discoveryTime Series | —Unverified | 0 |
| Leveraging Pre-Images to Discover Nonlinear Relationships in Multivariate Environments | Jun 1, 2021 | Causal Discoveryscientific discovery | —Unverified | 0 |
| Bayesian subset selection and variable importance for interpretable prediction and classification | Apr 20, 2021 | Data CompressionGeneral Classification | —Unverified | 0 |
| DARCNN: Domain Adaptive Region-based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images | Apr 3, 2021 | Domain AdaptationInstance Segmentation | CodeCode Available | 0 |
| DARCNN: Domain Adaptive Region-based Convolutional Neural Network forUnsupervised Instance Segmentation in Biomedical Images | Apr 3, 2021 | Instance SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| ACRE: Abstract Causal REasoning Beyond Covariation | Mar 26, 2021 | BlockingCausal Discovery | —Unverified | 0 |
| Toward Building Science Discovery Machines | Mar 24, 2021 | scientific discovery | —Unverified | 0 |
| Differentiable Learning Under Triage | Mar 16, 2021 | scientific discovery | CodeCode Available | 0 |
| Autonomous synthesis of metastable materials | Jan 19, 2021 | Active LearningEfficient Exploration | —Unverified | 0 |
