| Uncertainty-aware Model-based Policy Optimization | Jun 25, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Model Bridging: Connection between Simulation Model and Neural Network | Jun 22, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| A Deep Generative Model for Code-Switched Text | Jun 21, 2019 | modelSentence | CodeCode Available | 0 |
| Exploring Model-based Planning with Policy Networks | Jun 20, 2019 | Benchmarkingmodel | CodeCode Available | 0 |
| Model-based Deep Medical Imaging: the roadmap of generalizing iterative reconstruction model using deep learning | Jun 19, 2019 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Calibrated Model-Based Deep Reinforcement Learning | Jun 19, 2019 | Deep Reinforcement Learningmodel | CodeCode Available | 0 |
| A model for the generalized droop formula | Jun 19, 2019 | modelRelation | —Unverified | 0 |
| Model Explanations under Calibration | Jun 18, 2019 | modelRecommendation Systems | CodeCode Available | 0 |
| STAR: A Structure and Texture Aware Retinex Model | Jun 16, 2019 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 0 |
| Scalable Model Compression by Entropy Penalized Reparameterization | Jun 15, 2019 | General Classificationmodel | —Unverified | 0 |
| Model Risk in Credit Risk | Jun 14, 2019 | model | —Unverified | 0 |
| Suppressing Model Overfitting for Image Super-Resolution Networks | Jun 11, 2019 | DiversityImage Super-Resolution | —Unverified | 0 |
| Learning Powerful Policies by Using Consistent Dynamics Model | Jun 11, 2019 | Atari Gamesmodel | CodeCode Available | 0 |
| Model-Based Reinforcement Learning with a Generative Model is Minimax Optimal | Jun 10, 2019 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Clustering Degree-Corrected Stochastic Block Model with Outliers | Jun 7, 2019 | Clusteringmodel | —Unverified | 0 |
| Building a Production Model for Retrieval-Based Chatbots | Jun 7, 2019 | modelRetrieval | —Unverified | 0 |
| Generative Model-Based Ischemic Stroke Lesion Segmentation | Jun 6, 2019 | Image SegmentationIschemic Stroke Lesion Segmentation | —Unverified | 0 |
| Kinetic Market Model: An Evolutionary Algorithm | Jun 4, 2019 | model | —Unverified | 0 |
| Model selection for contextual bandits | Jun 3, 2019 | modelModel Selection | CodeCode Available | 0 |
| Optimal Learning of Mallows Block Model | Jun 3, 2019 | modelparameter estimation | —Unverified | 0 |
| Bayesian Hierarchical Dynamic Model for Human Action Recognition | Jun 1, 2019 | Action RecognitionBayesian Inference | CodeCode Available | 0 |
| Face Anti-Spoofing: Model Matters, so Does Data | Jun 1, 2019 | Face Anti-SpoofingFace Detection | —Unverified | 0 |
| Cross Domain Model Compression by Structurally Weight Sharing | Jun 1, 2019 | Action RecognitionGraph Embedding | —Unverified | 0 |
| Attention Neural Model for Temporal Relation Extraction | Jun 1, 2019 | modelRelation | —Unverified | 0 |
| Divergence Triangle for Joint Training of Generator Model, Energy-Based Model, and Inferential Model | Jun 1, 2019 | model | —Unverified | 0 |
| Transferable AutoML by Model Sharing Over Grouped Datasets | Jun 1, 2019 | AutoMLBIG-bench Machine Learning | —Unverified | 0 |
| Ray-Space Projection Model for Light Field Camera | Jun 1, 2019 | Camera Calibrationmodel | —Unverified | 0 |
| A Dynamic Speaker Model for Conversational Interactions | Jun 1, 2019 | modelText Generation | CodeCode Available | 0 |
| Model Agnostic Contrastive Explanations for Structured Data | May 31, 2019 | model | —Unverified | 0 |
| Scaffold-based molecular design using graph generative model | May 31, 2019 | Drug Discoverymodel | CodeCode Available | 0 |
| Clustered Gaussian Graphical Model via Symmetric Convex Clustering | May 30, 2019 | Clusteringmodel | —Unverified | 0 |
| Lattice-based lightly-supervised acoustic model training | May 30, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LANGUAGE MODEL EMBEDDINGS IMPROVE SENTIMENT ANALYSIS IN RUSSIAN | May 29, 2019 | ArticlesLanguage Modeling | CodeCode Available | 0 |
| Fast and Robust Rank Aggregation against Model Misspecification | May 29, 2019 | Bayesian Inferencemodel | CodeCode Available | 0 |
| MaxiMin Active Learning in Overparameterized Model Classes | May 29, 2019 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| The spiked matrix model with generative priors | May 29, 2019 | Dimensionality Reductionmodel | CodeCode Available | 0 |
| Unsupervised Model Selection for Variational Disentangled Representation Learning | May 29, 2019 | AttributeDisentanglement | —Unverified | 0 |
| Model Similarity Mitigates Test Set Overuse | May 29, 2019 | model | —Unverified | 0 |
| Semi-Implicit Generative Model | May 29, 2019 | DiversityGenerative Adversarial Network | —Unverified | 0 |
| Differential Privacy Has Disparate Impact on Model Accuracy | May 28, 2019 | Gender ClassificationGeneral Classification | CodeCode Available | 0 |
| EDUCE: Explaining model Decisions through Unsupervised Concepts Extraction | May 28, 2019 | modelPrediction | —Unverified | 0 |
| A Cross-Domain Transferable Neural Coherence Model | May 28, 2019 | ArticlesDomain Generalization | CodeCode Available | 0 |
| Variational Bayes under Model Misspecification | May 26, 2019 | model | CodeCode Available | 0 |
| Hyperbolic Interaction Model For Hierarchical Multi-Label Classification | May 26, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Theme-aware generation model for chinese lyrics | May 23, 2019 | Dialogue GenerationMachine Translation | —Unverified | 0 |
| Cognitive Model Priors for Predicting Human Decisions | May 22, 2019 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| A Bidomain Model for Lens Microcirculation | May 22, 2019 | model | —Unverified | 0 |
| Unsupervised Community Detection with Modularity-Based Attention Model | May 20, 2019 | ClusteringCommunity Detection | CodeCode Available | 0 |
| Dream Distillation: A Data-Independent Model Compression Framework | May 17, 2019 | modelModel Compression | —Unverified | 0 |
| Alpha MAML: Adaptive Model-Agnostic Meta-Learning | May 17, 2019 | Few-Shot LearningGeneral Classification | —Unverified | 0 |