| Gaining Extra Supervision via Multi-task learning for Multi-Modal Video Question Answering | May 28, 2019 | Inductive BiasMetric Learning | —Unverified | 0 |
| Better Long-Range Dependency By Bootstrapping A Mutual Information Regularizer | May 28, 2019 | General ClassificationInductive Bias | CodeCode Available | 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 |
| Exact Hard Monotonic Attention for Character-Level Transduction | May 15, 2019 | Hard AttentionInductive Bias | CodeCode Available | 1 |
| 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 |
| 3D Packing for Self-Supervised Monocular Depth Estimation | May 6, 2019 | Depth EstimationInductive Bias | CodeCode Available | 1 |
| Temporal Graph Convolutional Networks for Automatic Seizure Detection | May 3, 2019 | Inductive BiasSeizure Detection | —Unverified | 0 |
| Multi-task Learning with Gradient Communication | May 1, 2019 | Inductive BiasMulti-Task Learning | —Unverified | 0 |
| Smoothing the Geometry of Probabilistic Box Embeddings | May 1, 2019 | Inductive Bias | —Unverified | 0 |
| Attentive Task-Agnostic Meta-Learning for Few-Shot Text Classification | May 1, 2019 | ClassificationFew-Shot Text Classification | —Unverified | 0 |
| Modulating transfer between tasks in gradient-based meta-learning | May 1, 2019 | DiversityInductive Bias | —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 |
| 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 |
