| Interpretable and Fine-Grained Visual Explanations for Convolutional Neural Networks | Jun 1, 2019 | valid | —Unverified | 0 |
| Bayesian Inference Semantics: A Modelling System and A Test Suite | Jun 1, 2019 | Bayesian Inferencevalid | CodeCode Available | 0 |
| On Policy Evaluation with Aggregate Time-Series Shocks | May 31, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning Nearest Neighbor Graphs from Noisy Distance Samples | May 30, 2019 | valid | CodeCode Available | 0 |
| Multiple Causes: A Causal Graphical View | May 30, 2019 | Causal Inferencevalid | —Unverified | 0 |
| Secrecy Outage Analysis Over Fluctuating Two-Ray Fading Channels | May 29, 2019 | validVocal Bursts Valence Prediction | —Unverified | 0 |
| Matching on What Matters: A Pseudo-Metric Learning Approach to Matching Estimation in High Dimensions | May 28, 2019 | Metric Learningvalid | —Unverified | 0 |
| Towards Interpretable Sparse Graph Representation Learning with Laplacian Pooling | May 28, 2019 | Drug DesignDrug Discovery | —Unverified | 0 |
| GraphNVP: An Invertible Flow Model for Generating Molecular Graphs | May 28, 2019 | Graph GenerationMolecular Graph Generation | CodeCode Available | 0 |
| Conditions on Features for Temporal Difference-Like Methods to Converge | May 28, 2019 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Unsupervised Learning of Anomaly Detection from Contaminated Image Data using Simultaneous Encoder Training | May 27, 2019 | Anomaly Detectionvalid | CodeCode Available | 0 |
| GAT: Generative Adversarial Training for Adversarial Example Detection and Robust Classification | May 27, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Adaptive, Distribution-Free Prediction Intervals for Deep Networks | May 25, 2019 | PredictionPrediction Intervals | —Unverified | 0 |
| RIU-Net: Embarrassingly simple semantic segmentation of 3D LiDAR point cloud | May 21, 2019 | 3D Object DetectionGPU | —Unverified | 0 |
| Graph-Based Decoding Model for Functional Alignment of Unaligned fMRI Data | May 14, 2019 | valid | —Unverified | 0 |
| A self-organising eigenspace map for time series clustering | May 14, 2019 | ClusteringTime Series | —Unverified | 0 |
| Digital Passport: A Novel Technological Strategy for Intellectual Property Protection of Convolutional Neural Networks | May 10, 2019 | General Classificationvalid | —Unverified | 0 |
| MAP Inference via L2-Sphere Linear Program Reformulation | May 9, 2019 | valid | CodeCode Available | 0 |
| Conformalized Quantile Regression | May 8, 2019 | Conformal PredictionPrediction | CodeCode Available | 0 |
| Evaluating the Stability of Recurrent Neural Models during Training with Eigenvalue Spectra Analysis | May 8, 2019 | regressionvalid | —Unverified | 0 |
| Learning Optimal Data Augmentation Policies via Bayesian Optimization for Image Classification Tasks | May 6, 2019 | Bayesian OptimizationData Augmentation | CodeCode Available | 0 |
| Modeling the Long Term Future in Model-Based Reinforcement Learning | May 1, 2019 | Imitation LearningModel-based Reinforcement Learning | —Unverified | 0 |
| INFORMATION MAXIMIZATION AUTO-ENCODING | May 1, 2019 | DecoderDisentanglement | —Unverified | 0 |
| Learning Restricted Regular Expressions with Interleaving | Apr 30, 2019 | valid | —Unverified | 0 |
| Learning Raw Image Denoising with Bayer Pattern Unification and Bayer Preserving Augmentation | Apr 29, 2019 | Data AugmentationDenoising | CodeCode Available | 0 |
