| 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 |
