| Sparse Auxiliary Networks for Unified Monocular Depth Prediction and Completion | Mar 30, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 2 |
| Distribution-Free, Risk-Controlling Prediction Sets | Jan 7, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 2 |
| Learning Accurate Long-term Dynamics for Model-based Reinforcement Learning | Dec 16, 2020 | Model-based Reinforcement LearningPrediction | CodeCode Available | 2 |
| Conformal prediction interval for dynamic time-series | Oct 18, 2020 | Conformal PredictionEnsemble Learning | CodeCode Available | 2 |
| Torch-Struct: Deep Structured Prediction Library | Jul 1, 2020 | Deep LearningPrediction | CodeCode Available | 2 |
| DeepPurpose: a Deep Learning Library for Drug-Target Interaction Prediction | Apr 19, 2020 | Deep LearningDrug Discovery | CodeCode Available | 2 |
| Uncertainty-Gated Stochastic Sequential Model for EHR Mortality Prediction | Mar 2, 2020 | ImputationMissing Values | CodeCode Available | 2 |
| Adversarial Detection and Correction by Matching Prediction Distributions | Feb 21, 2020 | Prediction | CodeCode Available | 2 |
| Torch-Struct: Deep Structured Prediction Library | Feb 3, 2020 | Deep LearningPrediction | CodeCode Available | 2 |
| CoverNet: Multimodal Behavior Prediction using Trajectory Sets | Nov 23, 2019 | Predictionregression | CodeCode Available | 2 |
