| DSNet: A Flexible Detect-to-Summarize Network for Video Summarization | Dec 1, 2020 | regressionSupervised Video Summarization | CodeCode Available | 1 |
| Bayesian Graph Neural Networks for Molecular Property Prediction | Nov 25, 2020 | Molecular Property PredictionPrediction | CodeCode Available | 1 |
| Conjecturing-Based Discovery of Patterns in Data | Nov 23, 2020 | BIG-bench Machine Learningregression | CodeCode Available | 1 |
| Robust Gaussian Process Regression Based on Iterative Trimming | Nov 22, 2020 | regression | CodeCode Available | 1 |
| Supervised deep learning prediction of the formation enthalpy of the full set of configurations in complex phases: the σ-phase as an example | Nov 21, 2020 | regression | CodeCode Available | 1 |
| Optimizing Approximate Leave-one-out Cross-validation to Tune Hyperparameters | Nov 20, 2020 | regression | CodeCode Available | 1 |
| Dense Label Encoding for Boundary Discontinuity Free Rotation Detection | Nov 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Continuous Conditional Generative Adversarial Networks: Novel Empirical Losses and Label Input Mechanisms | Nov 15, 2020 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 |
| Sparsely constrained neural networks for model discovery of PDEs | Nov 9, 2020 | Model Discoveryregression | CodeCode Available | 1 |
| Graph Kernels: State-of-the-Art and Future Challenges | Nov 7, 2020 | regression | CodeCode Available | 1 |
| Fighting an Infodemic: COVID-19 Fake News Dataset | Nov 6, 2020 | ArticlesBIG-bench Machine Learning | CodeCode Available | 1 |
| c-lasso -- a Python package for constrained sparse and robust regression and classification | Nov 2, 2020 | General Classificationregression | CodeCode Available | 1 |
| Linear Regression Games: Convergence Guarantees to Approximate Out-of-Distribution Solutions | Oct 28, 2020 | regression | CodeCode Available | 1 |
| NILM as a regression versus classification problem: the importance of thresholding | Oct 28, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce Model | Oct 25, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Graph Neural Network for Large-Scale Network Localization | Oct 22, 2020 | Graph Neural Networkregression | CodeCode Available | 1 |
| Learning Invariances in Neural Networks | Oct 22, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Learning from Suboptimal Demonstration via Self-Supervised Reward Regression | Oct 17, 2020 | regression | CodeCode Available | 1 |
| Quantile regression with deep ReLU Networks: Estimators and minimax rates | Oct 16, 2020 | quantile regressionregression | CodeCode Available | 1 |
| An Accurate and Fully-Automated Ensemble Model for Weekly Time Series Forecasting | Oct 16, 2020 | Meta-Learningregression | CodeCode Available | 1 |
| Multi-fidelity data fusion for the approximation of scalar functions with low intrinsic dimensionality through active subspaces | Oct 16, 2020 | Gaussian Processesregression | CodeCode Available | 1 |
| Decomposing non-stationary signals with time-varying wave-shape functions | Oct 14, 2020 | Computational Efficiencyregression | CodeCode Available | 1 |
| Learning Deep Features in Instrumental Variable Regression | Oct 14, 2020 | regression | CodeCode Available | 1 |
| Task Decoupled Knowledge Distillation For Lightweight Face Detectors | Oct 14, 2020 | Face DetectionKnowledge Distillation | CodeCode Available | 1 |
| VEST: Automatic Feature Engineering for Forecasting | Oct 14, 2020 | Feature Engineeringfeature selection | CodeCode Available | 1 |
