| Unsupervised Discovery of Object-Centric Neural Fields | Feb 12, 2024 | ObjectObject Discovery | —Unverified | 0 |
| What makes Models Compositional? A Theoretical View: With Supplement | May 2, 2024 | Systematic Generalization | —Unverified | 0 |
| Systematic Visual Reasoning through Object-Centric Relational Abstraction | Jun 4, 2023 | ObjectSystematic Generalization | CodeCode Available | 0 |
| CAREL: Instruction-guided reinforcement learning with cross-modal auxiliary objectives | Nov 29, 2024 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| Neuro-symbolic Natural Logic with Introspective Revision for Natural Language Inference | Mar 9, 2022 | Natural Language Inferencereinforcement-learning | CodeCode Available | 0 |
| Enabling Systematic Generalization in Abstract Spatial Reasoning through Meta-Learning for Compositionality | Apr 2, 2025 | Meta-LearningSpatial Reasoning | CodeCode Available | 0 |
| On a Built-in Conflict between Deep Learning and Systematic Generalization | Aug 24, 2022 | Deep LearningSystematic Generalization | CodeCode Available | 0 |
| On the generalization capacity of neural networks during generic multimodal reasoning | Jan 26, 2024 | Multimodal ReasoningSystematic Generalization | CodeCode Available | 0 |
| Capacity, Bandwidth, and Compositionality in Emergent Language Learning | Oct 24, 2019 | Open-Ended Question AnsweringSystematic Generalization | CodeCode Available | 0 |
| On The Specialization of Neural Modules | Sep 23, 2024 | Systematic Generalization | CodeCode Available | 0 |
