| VIMA: General Robot Manipulation with Multimodal Prompts | Oct 6, 2022 | Imitation LearningLanguage Modelling | CodeCode Available | 2 |
| Case-Based or Rule-Based: How Do Transformers Do the Math? | Feb 27, 2024 | MathSystematic Generalization | CodeCode Available | 1 |
| Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts | May 31, 2023 | AllSystematic Generalization | CodeCode Available | 1 |
| Neural Compositional Rule Learning for Knowledge Graph Reasoning | Mar 7, 2023 | Knowledge Graph CompletionSystematic Generalization | CodeCode Available | 1 |
| Neural Systematic Binder | Nov 2, 2022 | DisentanglementObject | CodeCode Available | 1 |
| Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos | May 27, 2022 | DecoderObject | CodeCode Available | 1 |
| LAGr: Label Aligned Graphs for Better Systematic Generalization in Semantic Parsing | May 19, 2022 | Semantic ParsingSystematic Generalization | CodeCode Available | 1 |
| RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning | Apr 24, 2022 | Human-Object Interaction DetectionObject | CodeCode Available | 1 |
| Systematic Generalization with Edge Transformers | Dec 1, 2021 | Dependency ParsingNatural Language Understanding | CodeCode Available | 1 |
| Conditional Object-Centric Learning from Video | Nov 24, 2021 | 3D geometryInstance Segmentation | CodeCode Available | 1 |
