| Efficient Conformal Prediction via Cascaded Inference with Expanded Admission | Jul 6, 2020 | Computational chemistryConformal Prediction | 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 |
| Improving Chinese Segmentation-free Word Embedding With Unsupervised Association Measure | Jul 5, 2020 | Segmentationvalid | —Unverified | 0 |
| Assessing External Validity Over Worst-case Subpopulations | Jul 5, 2020 | Causal Inferencevalid | CodeCode Available | 0 |
| Online Regularization towards Always-Valid High-Dimensional Dynamic Pricing | Jul 5, 2020 | validVocal Bursts Intensity Prediction | —Unverified | 0 |
| Self-Calibration Supported Robust Projective Structure-from-Motion | Jul 4, 2020 | Camera Calibrationvalid | —Unverified | 0 |
| Prediction of Spatial Point Processes: Regularized Method with Out-of-Sample Guarantees | Jul 3, 2020 | Point Processesvalid | CodeCode Available | 0 |
| Self-supervised Deep Reconstruction of Mixed Strip-shredded Text Documents | Jul 1, 2020 | valid | CodeCode Available | 0 |
| Multi-Task Variational Information Bottleneck | Jul 1, 2020 | Multi-Task Learningspeech-recognition | —Unverified | 0 |
| Multi-Hypothesis Machine Translation Evaluation | Jul 1, 2020 | Machine TranslationTranslation | —Unverified | 0 |
| Parsing into Variable-in-situ Logico-Semantic Graphs | Jul 1, 2020 | Negationvalid | —Unverified | 0 |
| NeuInfer: Knowledge Inference on N-ary Facts | Jul 1, 2020 | AttributeDescriptive | —Unverified | 0 |
| Low-Resource Generation of Multi-hop Reasoning Questions | Jul 1, 2020 | Machine Reading ComprehensionReading Comprehension | —Unverified | 0 |
| Inference in Difference-in-Differences with Few Treated Units and Spatial Correlation | Jun 30, 2020 | valid | —Unverified | 0 |
| Inferring epistasis from genomic data with comparable mutation and outcrossing rate | Jun 30, 2020 | valid | —Unverified | 0 |
| Lipschitzness Is All You Need To Tame Off-policy Generative Adversarial Imitation Learning | Jun 28, 2020 | AllContinuous Control | CodeCode Available | 0 |
| Reliable Categorical Variational Inference with Mixture of Discrete Normalizing Flows | Jun 28, 2020 | validVariational Inference | CodeCode Available | 0 |
| Endogenous Treatment Effect Estimation with some Invalid and Irrelevant Instruments | Jun 26, 2020 | valid | —Unverified | 0 |
| Deep Involutive Generative Models for Neural MCMC | Jun 26, 2020 | valid | —Unverified | 0 |
| Relative Deviation Margin Bounds | Jun 26, 2020 | Generalization Boundsvalid | —Unverified | 0 |
| Time-consistent conditional expectation under probability distortion | Jun 25, 2020 | Stochastic Optimizationvalid | —Unverified | 0 |
| A Closer Look at Invalid Action Masking in Policy Gradient Algorithms | Jun 25, 2020 | Deep Reinforcement LearningReal-Time Strategy Games | CodeCode Available | 1 |
| AutoCP: Automated Pipelines for Accurate Prediction Intervals | Jun 24, 2020 | AutoMLBIG-bench Machine Learning | —Unverified | 0 |
| Online Dense Subgraph Discovery via Blurred-Graph Feedback | Jun 24, 2020 | Graph Miningvalid | —Unverified | 0 |
| Post-DAE: Anatomically Plausible Segmentation via Post-Processing with Denoising Autoencoders | Jun 24, 2020 | DenoisingImage Segmentation | CodeCode Available | 0 |
| PAC-Bayes Analysis Beyond the Usual Bounds | Jun 23, 2020 | valid | —Unverified | 0 |
| Calibrated Adversarial Refinement for Stochastic Semantic Segmentation | Jun 23, 2020 | Semantic Segmentationvalid | CodeCode Available | 1 |
| Non-Convex Structured Phase Retrieval | Jun 23, 2020 | AstronomyRetrieval | —Unverified | 0 |
| Verifying Individual Fairness in Machine Learning Models | Jun 21, 2020 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Recovering Accurate Labeling Information from Partially Valid Data for Effective Multi-Label Learning | Jun 20, 2020 | Multi-Label Learningvalid | —Unverified | 0 |
| Valid Causal Inference with (Some) Invalid Instruments | Jun 19, 2020 | Causal Inferencevalid | —Unverified | 0 |
| Dataset for Automatic Summarization of Russian News | Jun 19, 2020 | Text Summarizationvalid | CodeCode Available | 1 |
| Probabilistic Fair Clustering | Jun 19, 2020 | Clusteringvalid | —Unverified | 0 |
| Cortical oscillations implement a backbone for sampling-based computation in spiking neural networks | Jun 19, 2020 | valid | —Unverified | 0 |
| 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 |
| Cardiac Segmentation with Strong Anatomical Guarantees | Jun 15, 2020 | Cardiac SegmentationImage Segmentation | CodeCode Available | 1 |
| Augmented Sliced Wasserstein Distances | Jun 15, 2020 | Computational Efficiencyvalid | CodeCode Available | 1 |
| Extracting N-ary Cross-sentence Relations using Constrained Subsequence Kernel | Jun 15, 2020 | RelationRelation Extraction | —Unverified | 0 |
| Uncertainty quantification for nonconvex tensor completion: Confidence intervals, heteroscedasticity and optimality | Jun 15, 2020 | Uncertainty Quantificationvalid | —Unverified | 0 |
| The leave-one-covariate-out conditional randomization test | Jun 15, 2020 | valid | CodeCode Available | 0 |
| Cascaded deep monocular 3D human pose estimation with evolutionary training data | Jun 14, 2020 | 3D Human Pose EstimationData Augmentation | CodeCode Available | 1 |
| Uncertainty quantification using martingales for misspecified Gaussian processes | Jun 12, 2020 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Recurrent Sum-Product-Max Networks for Decision Making in Perfectly-Observed Environments | Jun 12, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Learning to Communicate Using Counterfactual Reasoning | Jun 12, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Rethinking Sampling in 3D Point Cloud Generative Adversarial Networks | Jun 12, 2020 | Clusteringvalid | —Unverified | 0 |
| An Edge Information and Mask Shrinking Based Image Inpainting Approach | Jun 11, 2020 | Image Inpaintingvalid | —Unverified | 0 |
| CNN-Based Semantic Change Detection in Satellite Imagery | Jun 10, 2020 | Change DetectionManagement | —Unverified | 0 |