| Single Shot Video Object Detector | Jul 7, 2020 | GPUObject | CodeCode Available | 1 |
| Model-based Exploration of the Frontier of Behaviours for Deep Learning System Testing | Jul 6, 2020 | Autonomous Drivingvalid | CodeCode Available | 1 |
| Counterfactual Data Augmentation using Locally Factored Dynamics | Jul 6, 2020 | counterfactualData Augmentation | CodeCode Available | 1 |
| Efficient Conformal Prediction via Cascaded Inference with Expanded Admission | Jul 6, 2020 | Computational chemistryConformal Prediction | CodeCode Available | 1 |
| A Closer Look at Invalid Action Masking in Policy Gradient Algorithms | Jun 25, 2020 | Deep Reinforcement LearningReal-Time Strategy Games | CodeCode Available | 1 |
| Calibrated Adversarial Refinement for Stochastic Semantic Segmentation | Jun 23, 2020 | Semantic Segmentationvalid | CodeCode Available | 1 |
| Dataset for Automatic Summarization of Russian News | Jun 19, 2020 | Text Summarizationvalid | CodeCode Available | 1 |
| Erdos Goes Neural: an Unsupervised Learning Framework for Combinatorial Optimization on Graphs | Jun 18, 2020 | ClusteringCombinatorial Optimization | CodeCode Available | 1 |
| MoFlow: An Invertible Flow Model for Generating Molecular Graphs | Jun 17, 2020 | Drug DiscoveryGraph Generation | CodeCode Available | 1 |
| Efficient nonparametric statistical inference on population feature importance using Shapley values | Jun 16, 2020 | Feature ImportanceMortality Prediction | CodeCode Available | 1 |
| Augmented Sliced Wasserstein Distances | Jun 15, 2020 | Computational Efficiencyvalid | CodeCode Available | 1 |
| Cardiac Segmentation with Strong Anatomical Guarantees | Jun 15, 2020 | Cardiac SegmentationImage Segmentation | CodeCode Available | 1 |
| Cascaded deep monocular 3D human pose estimation with evolutionary training data | Jun 14, 2020 | 3D Human Pose EstimationData Augmentation | CodeCode Available | 1 |
| SALD: Sign Agnostic Learning with Derivatives | Jun 9, 2020 | 3D geometryregression | CodeCode Available | 1 |
| Generalized Spectral Clustering via Gromov-Wasserstein Learning | Jun 7, 2020 | Clusteringgraph partitioning | CodeCode Available | 1 |
| Classification with Valid and Adaptive Coverage | Jun 3, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| A Distributed Trust Framework for Privacy-Preserving Machine Learning | Jun 3, 2020 | BIG-bench Machine LearningData Poisoning | CodeCode Available | 1 |
| XGNN: Towards Model-Level Explanations of Graph Neural Networks | Jun 3, 2020 | Graph Generationvalid | CodeCode Available | 1 |
| Convergence and Stability of Graph Convolutional Networks on Large Random Graphs | Jun 2, 2020 | valid | CodeCode Available | 1 |
| Dynamic Multi-Robot Task Allocation under Uncertainty and Temporal Constraints | May 27, 2020 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 |
| SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure | May 27, 2020 | BIG-bench Machine LearningDomain Adaptation | CodeCode Available | 1 |
| SurfaceNet+: An End-to-end 3D Neural Network for Very Sparse Multi-view Stereopsis | May 26, 2020 | valid | CodeCode Available | 1 |
| Simulated Multiple Reference Training Improves Low-Resource Machine Translation | Apr 30, 2020 | Machine TranslationSentence | CodeCode Available | 1 |
| Data Augmentation for Spoken Language Understanding via Pretrained Language Models | Apr 29, 2020 | Data AugmentationSpoken Language Understanding | CodeCode Available | 1 |
| Filter Grafting for Deep Neural Networks: Reason, Method, and Cultivation | Apr 26, 2020 | valid | CodeCode Available | 1 |
