| Molecular Design in Synthetically Accessible Chemical Space via Deep Reinforcement Learning | Apr 29, 2020 | Deep Reinforcement LearningDrug Design | —Unverified | 0 |
| Variational Integrator Graph Networks for Learning Energy Conserving Dynamical Systems | Apr 28, 2020 | Inductive Bias | CodeCode Available | 0 |
| Towards causal generative scene models via competition of experts | Apr 27, 2020 | Inductive BiasObject | —Unverified | 0 |
| Learning the grammar of drug prescription: recurrent neural network grammars for medication information extraction in clinical texts | Apr 24, 2020 | Event DetectionInductive Bias | —Unverified | 0 |
| Orthogonal Over-Parameterized Training | Apr 9, 2020 | DiversityInductive Bias | CodeCode Available | 1 |
| Syntax-driven Iterative Expansion Language Models for Controllable Text Generation | Apr 5, 2020 | DiversityInductive Bias | —Unverified | 0 |
| On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location | Mar 16, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| Learning to Encode Position for Transformer with Continuous Dynamical Model | Mar 13, 2020 | Inductive BiasLinguistic Acceptability | CodeCode Available | 1 |
| Weight Priors for Learning Identity Relations | Mar 6, 2020 | Inductive Bias | —Unverified | 0 |
| PushNet: Efficient and Adaptive Neural Message Passing | Mar 4, 2020 | Inductive BiasNode Classification | CodeCode Available | 0 |
| NeurIPS 2019 Disentanglement Challenge: Improved Disentanglement through Learned Aggregation of Convolutional Feature Maps | Feb 27, 2020 | DisentanglementInductive Bias | CodeCode Available | 0 |
| Embedding Hard Physical Constraints in Convolutional Neural Networks for 3D Turbulence | Feb 26, 2020 | Deep LearningDimensionality Reduction | —Unverified | 0 |
| Generalizing Convolutional Neural Networks for Equivariance to Lie Groups on Arbitrary Continuous Data | Feb 25, 2020 | Inductive BiasTranslation | CodeCode Available | 1 |
| An Inductive Bias for Distances: Neural Nets that Respect the Triangle Inequality | Feb 14, 2020 | Inductive BiasMetric Learning | CodeCode Available | 1 |
| Graph Convolutional Gaussian Processes For Link Prediction | Feb 11, 2020 | Gaussian ProcessesGraph Neural Network | —Unverified | 0 |
| Local Nonparametric Meta-Learning | Feb 9, 2020 | Inductive BiasMeta-Learning | CodeCode Available | 0 |
| Revisiting Spatial Invariance with Low-Rank Local Connectivity | Feb 7, 2020 | Inductive Bias | —Unverified | 0 |
| Conditional Deep Gaussian Processes: multi-fidelity kernel learning | Feb 7, 2020 | Few-Shot LearningGaussian Processes | CodeCode Available | 0 |
| Pseudo-Bidirectional Decoding for Local Sequence Transduction | Jan 31, 2020 | DecoderGrammatical Error Correction | —Unverified | 0 |
| On Learning Vehicle Detection in Satellite Video | Jan 29, 2020 | Inductive BiasObject | —Unverified | 0 |
| Neural Arithmetic Units | Jan 14, 2020 | Inductive Bias | CodeCode Available | 1 |
| Does syntax need to grow on trees? Sources of hierarchical inductive bias in sequence-to-sequence networks | Jan 10, 2020 | Inductive Bias | —Unverified | 0 |
| Multitask learning over graphs: An Approach for Distributed, Streaming Machine Learning | Jan 7, 2020 | BIG-bench Machine LearningInductive Bias | —Unverified | 0 |
| From Learning to Meta-Learning: Reduced Training Overhead and Complexity for Communication Systems | Jan 5, 2020 | BIG-bench Machine LearningInductive Bias | CodeCode Available | 1 |
| Student Specialization in Deep Rectified Networks With Finite Width and Input Dimension | Jan 1, 2020 | Inductive Bias | —Unverified | 0 |
