| Classification by Attention: Scene Graph Classification with Prior Knowledge | Nov 19, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Exploring End-to-End Differentiable Natural Logic Modeling | Nov 8, 2020 | Inductive Bias | CodeCode Available | 1 |
| Transfer Meta-Learning: Information-Theoretic Bounds and Information Meta-Risk Minimization | Nov 4, 2020 | Inductive BiasMeta-Learning | —Unverified | 0 |
| Learning to Represent Action Values as a Hypergraph on the Action Vertices | Oct 28, 2020 | Atari GamesContinuous Control | —Unverified | 0 |
| Refactoring Policy for Compositional Generalizability using Self-Supervised Object Proposals | Oct 26, 2020 | Inductive BiasSelf-Supervised Learning | —Unverified | 0 |
| Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument Extraction | Oct 26, 2020 | Event Argument ExtractionInductive Bias | —Unverified | 0 |
| Inductive Bias of Gradient Descent for Weight Normalized Smooth Homogeneous Neural Nets | Oct 24, 2020 | Inductive Bias | CodeCode Available | 0 |
| Detecting and Exorcising Statistical Demons from Language Models with Anti-Models of Negative Data | Oct 22, 2020 | Inductive Bias | —Unverified | 0 |
| Conditional Mutual Information-Based Generalization Bound for Meta Learning | Oct 21, 2020 | Inductive BiasMeta-Learning | —Unverified | 0 |
| A case for new neural networks smoothness constraints | Oct 19, 2020 | Adversarial RobustnessInductive Bias | —Unverified | 0 |
| Neuralizing Efficient Higher-order Belief Propagation | Oct 19, 2020 | Graph Neural NetworkInductive Bias | —Unverified | 0 |
| Effects of Parameter Norm Growth During Transformer Training: Inductive Bias from Gradient Descent | Oct 19, 2020 | Inductive Bias | CodeCode Available | 0 |
| Generalizable Machine Learning in Neuroscience using Graph Neural Networks | Oct 16, 2020 | BIG-bench Machine LearningGraph Neural Network | —Unverified | 0 |
| Why Are Convolutional Nets More Sample-Efficient than Fully-Connected Nets? | Oct 16, 2020 | image-classificationImage Classification | —Unverified | 0 |
| Can RNNs trained on harder subject-verb agreement instances still perform well on easier ones? | Oct 10, 2020 | Inductive Bias | CodeCode Available | 0 |
| Sparse Spectrum Warped Input Measures for Nonstationary Kernel Learning | Oct 9, 2020 | FormGaussian Processes | —Unverified | 0 |
| Shot in the Dark: Few-Shot Learning with No Base-Class Labels | Oct 6, 2020 | Few-Shot LearningInductive Bias | —Unverified | 0 |
| GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing | Sep 29, 2020 | Inductive BiasLanguage Modeling | CodeCode Available | 1 |
| Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders | Sep 25, 2020 | Inductive BiasRepresentation Learning | CodeCode Available | 0 |
| Tailoring: encoding inductive biases by optimizing unsupervised objectives at prediction time | Sep 22, 2020 | Inductive BiasMeta-Learning | —Unverified | 0 |
| Open-set Short Utterance Forensic Speaker Verification using Teacher-Student Network with Explicit Inductive Bias | Sep 21, 2020 | Inductive BiasKnowledge Distillation | —Unverified | 0 |
| Structured Attention for Unsupervised Dialogue Structure Induction | Sep 17, 2020 | Inductive BiasSentence | CodeCode Available | 1 |
| Discovering Dynamic Salient Regions for Spatio-Temporal Graph Neural Networks | Sep 17, 2020 | Inductive BiasObject | CodeCode Available | 1 |
| Collaborative Group Learning | Sep 16, 2020 | Computational EfficiencyInductive Bias | —Unverified | 0 |
| Multilinear Latent Conditioning for Generating Unseen Attribute Combinations | Sep 9, 2020 | AttributeInductive Bias | —Unverified | 0 |
