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| Enhancing Interpretability and Interactivity in Robot Manipulation: A Neurosymbolic Approach | Oct 3, 2022 | Referring ExpressionRobot Manipulation | CodeCode Available | 0 |
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| On a Built-in Conflict between Deep Learning and Systematic Generalization | Aug 24, 2022 | Deep LearningSystematic Generalization | CodeCode Available | 0 |
| Meta-Referential Games to Learn Compositional Learning Behaviours | Jul 16, 2022 | Meta-LearningSystematic Generalization | CodeCode Available | 0 |
| Systematicity Emerges in Transformers when Abstract Grammatical Roles Guide Attention | Jul 1, 2022 | Inductive BiasSystematic Generalization | —Unverified | 0 |
| EBMs vs. CL: Exploring Self-Supervised Visual Pretraining for Visual Question Answering | Jun 29, 2022 | Contrastive LearningOut of Distribution (OOD) Detection | —Unverified | 0 |
| Neuro-symbolic Natural Logic with Introspective Revision for Natural Language Inference | Mar 9, 2022 | Natural Language Inferencereinforcement-learning | CodeCode Available | 0 |
| Improving Systematic Generalization Through Modularity and Augmentation | Feb 22, 2022 | Data AugmentationGrounded language learning | CodeCode Available | 0 |
| Provably Efficient Causal Model-Based Reinforcement Learning for Systematic Generalization | Feb 14, 2022 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
