| A Bandit Framework for Optimal Selection of Reinforcement Learning Agents | Feb 10, 2019 | Deep Reinforcement LearningInductive Bias | —Unverified | 0 |
| Discretizing Continuous Action Space for On-Policy Optimization | Jan 29, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Fast Neural Network Predictions from Constrained Aerodynamics Datasets | Jan 26, 2019 | Inductive Bias | —Unverified | 0 |
| An investigation of model-free planning | Jan 11, 2019 | Inductive Biasmodel | CodeCode Available | 0 |
| Increasing the adversarial robustness and explainability of capsule networks with γ-capsules | Dec 23, 2018 | Adversarial RobustnessInductive Bias | CodeCode Available | 0 |
| Feature-Wise Bias Amplification | Dec 21, 2018 | feature selectionInductive Bias | —Unverified | 0 |
| Symbolic inductive bias for visually grounded learning of spoken language | Dec 21, 2018 | Image RetrievalInductive Bias | CodeCode Available | 0 |
| Reconciling meta-learning and continual learning with online mixtures of tasks | Dec 14, 2018 | Continual LearningFew-Shot Learning | —Unverified | 0 |
| A Deep Multi-task Learning Approach to Skin Lesion Classification | Dec 9, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Auto-Encoding Scene Graphs for Image Captioning | Dec 6, 2018 | DecoderImage Captioning | CodeCode Available | 0 |
| Modelling Identity Rules with Neural Networks | Dec 6, 2018 | General ClassificationInductive Bias | —Unverified | 0 |
| Explainable and Explicit Visual Reasoning over Scene Graphs | Dec 5, 2018 | Inductive BiasVisual Question Answering (VQA) | CodeCode Available | 0 |
| Feed-Forward Neural Networks Need Inductive Bias to Learn Equality Relations | Dec 4, 2018 | Inductive BiasRelational Reasoning | —Unverified | 0 |
| The Effect of Heterogeneous Data for Alzheimer's Disease Detection from Speech | Nov 29, 2018 | Alzheimer's Disease DetectionFairness | CodeCode Available | 0 |
| On the Inductive Bias of Word-Character-Level Multi-Task Learning for Speech Recognition | Nov 28, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Unsupervised Meta-Learning For Few-Shot Image Classification | Nov 28, 2018 | ClassificationFew-Shot Image Classification | —Unverified | 0 |
| Interpretable Convolutional Filters with SincNet | Nov 23, 2018 | Distant Speech RecognitionInductive Bias | —Unverified | 0 |
| SpotTune: Transfer Learning through Adaptive Fine-tuning | Nov 21, 2018 | Inductive BiasTransfer Learning | CodeCode Available | 0 |
| A Hierarchical Multi-task Approach for Learning Embeddings from Semantic Tasks | Nov 14, 2018 | Inductive BiasMulti-Task Learning | CodeCode Available | 0 |
| Bias and Generalization in Deep Generative Models: An Empirical Study | Nov 8, 2018 | Density EstimationInductive Bias | CodeCode Available | 0 |
| Compositional Language Understanding with Text-based Relational Reasoning | Nov 7, 2018 | Common Sense ReasoningInductive Bias | CodeCode Available | 0 |
| On The Inductive Bias of Words in Acoustics-to-Word Models | Oct 31, 2018 | Inductive Bias | —Unverified | 0 |
| Visualizing Music Transformer | Oct 23, 2018 | ARCDescriptive | —Unverified | 0 |
| Meta-Learning Multi-task Communication | Oct 23, 2018 | Inductive BiasMeta-Learning | —Unverified | 0 |
| Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks | Oct 22, 2018 | Constituency Grammar InductionInductive Bias | CodeCode Available | 0 |