| Task Decomposition for Iterative Learning Model Predictive Control | Mar 16, 2019 | Autonomous Racingmodel | —Unverified | 0 |
| Stripe: Tensor Compilation via the Nested Polyhedral Model | Mar 14, 2019 | Code Generationmodel | CodeCode Available | 0 |
| Efficient Search-Based Weighted Model Integration | Mar 13, 2019 | Computational Efficiencymodel | —Unverified | 0 |
| Ribosome flow model with different site sizes | Mar 12, 2019 | model | —Unverified | 0 |
| Deep Text-to-Speech System with Seq2Seq Model | Mar 11, 2019 | modelSpeech Synthesis | —Unverified | 0 |
| A Deep Generative Model of Speech Complex Spectrograms | Mar 8, 2019 | Decodermodel | —Unverified | 0 |
| The Privacy Blanket of the Shuffle Model | Mar 7, 2019 | model | CodeCode Available | 0 |
| A Nonlinear Model for Time Synchronization | Mar 1, 2019 | model | —Unverified | 0 |
| Model-Based Reinforcement Learning for Atari | Mar 1, 2019 | Atari GamesAtari Games 100k | CodeCode Available | 0 |
| GRP Model for Sensorimotor Learning | Mar 1, 2019 | Imitation Learningmodel | —Unverified | 0 |
| An evolutionary model that satisfies detailed balance | Feb 27, 2019 | model | —Unverified | 0 |
| Automated Model Selection with Bayesian Quadrature | Feb 26, 2019 | modelModel Selection | —Unverified | 0 |
| An Online Learning Approach to Model Predictive Control | Feb 24, 2019 | Decision Makingmodel | —Unverified | 0 |
| Nonlinear generalization of the monotone single index model | Feb 24, 2019 | modelregression | CodeCode Available | 0 |
| MPP: Model Performance Predictor | Feb 22, 2019 | Managementmodel | —Unverified | 0 |
| Overcoming Multi-Model Forgetting | Feb 21, 2019 | modelNeural Architecture Search | —Unverified | 0 |
| Sufficiently Accurate Model Learning | Feb 19, 2019 | model | —Unverified | 0 |
| Evaluating model calibration in classification | Feb 19, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| Variational Quantum Circuit Model for Knowledge Graphs Embedding | Feb 19, 2019 | Graph EmbeddingKnowledge Graph Embedding | —Unverified | 0 |
| Exponentially-Modified Gaussian Mixture Model: Applications in Spectroscopy | Feb 14, 2019 | modelquantile regression | —Unverified | 0 |
| Wasserstein Barycenter Model Ensembling | Feb 13, 2019 | AttributeGeneral Classification | CodeCode Available | 0 |
| Fooling Neural Network Interpretations via Adversarial Model Manipulation | Feb 6, 2019 | modelNetwork Interpretation | CodeCode Available | 0 |
| Principal Model Analysis Based on Partial Least Squares | Feb 6, 2019 | Dimensionality ReductionGeneral Classification | —Unverified | 0 |
| TzK: Flow-Based Conditional Generative Model | Feb 5, 2019 | Attributemodel | —Unverified | 0 |
| The Spatially-Conscious Machine Learning Model | Feb 1, 2019 | BIG-bench Machine LearningFeature Engineering | —Unverified | 0 |
| Successor Features Combine Elements of Model-Free and Model-based Reinforcement Learning | Jan 31, 2019 | Decision Makingmodel | —Unverified | 0 |
| Augmenting Model Robustness with Transformation-Invariant Attacks | Jan 31, 2019 | Image Croppingmodel | —Unverified | 0 |
| A Generalized Language Model in Tensor Space | Jan 31, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Tensorized Embedding Layers for Efficient Model Compression | Jan 30, 2019 | Language ModellingMachine Translation | CodeCode Available | 0 |
| Learning for Multi-Model and Multi-Type Fitting | Jan 29, 2019 | Clusteringmodel | —Unverified | 0 |
| Robust estimation of tree structured Gaussian Graphical Model | Jan 25, 2019 | model | —Unverified | 0 |
| Graph heat mixture model learning | Jan 24, 2019 | model | —Unverified | 0 |
| A model for a Lindenmayer reconstruction algorithm | Jan 24, 2019 | model | —Unverified | 0 |
| AspeRa: Aspect-based Rating Prediction Model | Jan 23, 2019 | modelPrediction | —Unverified | 0 |
| Self-Attentive Model for Headline Generation | Jan 23, 2019 | ArticlesHeadline Generation | —Unverified | 0 |
| Coupling the reduced-order model and the generative model for an importance sampling estimator | Jan 23, 2019 | Dimensionality Reductionmodel | —Unverified | 0 |
| Cross-lingual Language Model Pretraining | Jan 22, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Deep Recurrent Factor Model: Interpretable Non-Linear and Time-Varying Multi-Factor Model | Jan 20, 2019 | Managementmodel | —Unverified | 0 |
| Convolution Forgetting Curve Model for Repeated Learning | Jan 19, 2019 | model | —Unverified | 0 |
| Learning a Generative Model of Cancer Metastasis | Jan 17, 2019 | DisentanglementGeneral Classification | CodeCode Available | 0 |
| An investigation of model-free planning | Jan 11, 2019 | Inductive Biasmodel | CodeCode Available | 0 |
| Robust and Adaptive Planning under Model Uncertainty | Jan 9, 2019 | Computational EfficiencyDecision Making | —Unverified | 0 |
| A Joint Model for Multimodal Document Quality Assessment | Jan 4, 2019 | Articlesmodel | —Unverified | 0 |
| Accelerating Goal-Directed Reinforcement Learning by Model Characterization | Jan 4, 2019 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| On the Utility of Model Learning in HRI | Jan 4, 2019 | Autonomous Drivingmodel | —Unverified | 0 |
| Low-Shot Learning from Imaginary 3D Model | Jan 4, 2019 | Few-Shot Learningmodel | —Unverified | 0 |
| Learning a Generator Model from Terminal Bus Data | Jan 3, 2019 | BIG-bench Machine Learningmodel | —Unverified | 0 |
| Variational Self-attention Model for Sentence Representation | Dec 30, 2018 | modelSentence | —Unverified | 0 |
| Divergence Triangle for Joint Training of Generator Model, Energy-based Model, and Inference Model | Dec 28, 2018 | model | CodeCode Available | 0 |
| A Bi-model based RNN Semantic Frame Parsing Model for Intent Detection and Slot Filling | Dec 26, 2018 | Decoder | CodeCode Available | 0 |