| Quaternion Collaborative Filtering for Recommendation | Jun 6, 2019 | AllCollaborative Filtering | —Unverified | 0 |
| Physics Enhanced Data-Driven Models with Variational Gaussian Processes | Jun 5, 2019 | Gaussian ProcessesInductive Bias | —Unverified | 0 |
| Learning dynamic polynomial proofs | Jun 4, 2019 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| GLAD: Learning Sparse Graph Recovery | Jun 1, 2019 | Inductive Bias | CodeCode Available | 0 |
| Regression Networks for Meta-Learning Few-Shot Classification | May 31, 2019 | ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention | May 30, 2019 | Data-to-Text GenerationInductive Bias | CodeCode Available | 0 |
| Where is the Information in a Deep Neural Network? | May 29, 2019 | Inductive BiasOpen-Ended Question Answering | —Unverified | 0 |
| On the Inductive Bias of Neural Tangent Kernels | May 29, 2019 | Inductive Bias | CodeCode Available | 0 |
| Better Long-Range Dependency By Bootstrapping A Mutual Information Regularizer | May 28, 2019 | General ClassificationInductive Bias | CodeCode Available | 0 |
| Gaining Extra Supervision via Multi-task learning for Multi-Modal Video Question Answering | May 28, 2019 | Inductive BiasMetric Learning | —Unverified | 0 |
| Physics-as-Inverse-Graphics: Unsupervised Physical Parameter Estimation from Video | May 27, 2019 | Inductive BiasModel Predictive Control | CodeCode Available | 0 |
| Bivariate Beta-LSTM | May 25, 2019 | Caption GenerationDensity Estimation | CodeCode Available | 0 |
| Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems | May 11, 2019 | Feature EngineeringGraph Neural Network | CodeCode Available | 0 |
| Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation | May 8, 2019 | 3D Shape RepresentationInductive Bias | CodeCode Available | 0 |
| Temporal Graph Convolutional Networks for Automatic Seizure Detection | May 3, 2019 | Inductive BiasSeizure Detection | —Unverified | 0 |
| Smoothing the Geometry of Probabilistic Box Embeddings | May 1, 2019 | Inductive Bias | —Unverified | 0 |
| Modulating transfer between tasks in gradient-based meta-learning | May 1, 2019 | DiversityInductive Bias | —Unverified | 0 |
| Attentive Task-Agnostic Meta-Learning for Few-Shot Text Classification | May 1, 2019 | ClassificationFew-Shot Text Classification | —Unverified | 0 |
| Multi-task Learning with Gradient Communication | May 1, 2019 | Inductive BiasMulti-Task Learning | —Unverified | 0 |
| Intrinsic Social Motivation via Causal Influence in Multi-Agent RL | May 1, 2019 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Good-Enough Compositional Data Augmentation | Apr 21, 2019 | Data AugmentationDiagnostic | CodeCode Available | 0 |
| AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning | Apr 8, 2019 | Bayesian OptimizationInductive Bias | —Unverified | 0 |
| Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing | Mar 6, 2019 | Entity TypingInductive Bias | CodeCode Available | 0 |
| Tensor Dropout for Robust Learning | Feb 27, 2019 | image-classificationImage Classification | —Unverified | 0 |
| Probabilistic Modeling with Matrix Product States | Feb 19, 2019 | Inductive Bias | —Unverified | 0 |