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| Inductive Biases for Deep Learning of Higher-Level Cognition | Nov 30, 2020 | Deep LearningSystematic Generalization | —Unverified | 0 |
| Learning from Task Descriptions | Nov 16, 2020 | Systematic Generalization | CodeCode Available | 1 |
| Learning to Execute Programs with Instruction Pointer Attention Graph Neural Networks | Oct 23, 2020 | Code CompletionLearning to Execute | CodeCode Available | 0 |
| Prioritized Level Replay | Oct 8, 2020 | Deep Reinforcement LearningSystematic Generalization | CodeCode Available | 1 |
| CURI: A Benchmark for Productive Concept Learning Under Uncertainty | Oct 6, 2020 | Meta-LearningSystematic Generalization | CodeCode Available | 1 |
| Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks | Oct 5, 2020 | Systematic Generalization | CodeCode Available | 1 |
| Measuring Systematic Generalization in Neural Proof Generation with Transformers | Sep 30, 2020 | Automated Theorem ProvingLogical Reasoning | CodeCode Available | 1 |
| Systematic Generalization on gSCAN with Language Conditioned Embedding | Sep 11, 2020 | Systematic Generalization | CodeCode Available | 1 |
| Compositional Networks Enable Systematic Generalization for Grounded Language Understanding | Aug 6, 2020 | Systematic Generalization | CodeCode Available | 0 |
