| Repurposing Decoder-Transformer Language Models for Abstractive Summarization | Sep 1, 2019 | Abstractive Text SummarizationDecoder | —Unverified | 0 |
| Meta-Learning with Warped Gradient Descent | Aug 30, 2019 | Few-Shot LearningInductive Bias | CodeCode Available | 0 |
| Hierarchical Pointer Net Parsing | Aug 30, 2019 | DecoderDiscourse Parsing | CodeCode Available | 0 |
| Promoting Coordination through Policy Regularization in Multi-Agent Deep Reinforcement Learning | Aug 6, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Contextualized Diachronic Word Representations | Aug 1, 2019 | Diachronic Word EmbeddingsInductive Bias | CodeCode Available | 0 |
| Disentangled Relational Representations for Explaining and Learning from Demonstration | Jul 31, 2019 | Inductive Bias | —Unverified | 0 |
| On Mutual Information Maximization for Representation Learning | Jul 31, 2019 | Inductive BiasRepresentation Learning | CodeCode Available | 0 |
| Compositional Deep Learning | Jul 16, 2019 | Deep LearningInductive Bias | —Unverified | 0 |
| Graph-based Knowledge Distillation by Multi-head Attention Network | Jul 4, 2019 | Inductive BiasKnowledge Distillation | CodeCode Available | 0 |
| Symbolic Inductive Bias for Visually Grounded Learning of Spoken Language | Jul 1, 2019 | Image RetrievalInductive Bias | CodeCode Available | 0 |
| Long-Distance Dependencies Don't Have to Be Long: Simplifying through Provably (Approximately) Optimal Permutations | Jul 1, 2019 | General ClassificationInductive Bias | —Unverified | 0 |
| Factors for the Generalisation of Identity Relations by Neural Networks | Jun 13, 2019 | Inductive Bias | —Unverified | 0 |
| Explicit Disentanglement of Appearance and Perspective in Generative Models | Jun 11, 2019 | DisentanglementInductive Bias | CodeCode Available | 0 |
| On the Transfer of Inductive Bias from Simulation to the Real World: a New Disentanglement Dataset | Jun 7, 2019 | DisentanglementInductive Bias | CodeCode Available | 0 |
| Learning Clustered Representation for Complex Free Energy Landscapes | Jun 7, 2019 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Inductive Bias of Gradient Descent based Adversarial Training on Separable Data | Jun 7, 2019 | Binary ClassificationInductive Bias | —Unverified | 0 |
| 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 |
| A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities | May 30, 2019 | DiversityInductive Bias | CodeCode Available | 1 |
| On the Inductive Bias of Neural Tangent Kernels | May 29, 2019 | Inductive Bias | CodeCode Available | 0 |
| Where is the Information in a Deep Neural Network? | May 29, 2019 | Inductive BiasOpen-Ended Question Answering | —Unverified | 0 |