| Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts | May 31, 2023 | AllSystematic Generalization | CodeCode Available | 1 |
| Coarse-to-Fine Contrastive Learning in Image-Text-Graph Space for Improved Vision-Language Compositionality | May 23, 2023 | AttributeContrastive Learning | —Unverified | 0 |
| SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models | May 18, 2023 | Image GenerationObject | —Unverified | 0 |
| HICO-DET-SG and V-COCO-SG: New Data Splits for Evaluating the Systematic Generalization Performance of Human-Object Interaction Detection Models | May 17, 2023 | Human-Object Interaction DetectionSystematic Generalization | CodeCode Available | 0 |
| On the Generalization of Learned Structured Representations | Apr 25, 2023 | Out-of-Distribution GeneralizationRepresentation Learning | —Unverified | 0 |
| Neural Compositional Rule Learning for Knowledge Graph Reasoning | Mar 7, 2023 | Knowledge Graph CompletionSystematic Generalization | CodeCode Available | 1 |
| What makes a language easy to deep-learn? Deep neural networks and humans similarly benefit from compositional structure | Feb 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| An Investigation into Pre-Training Object-Centric Representations for Reinforcement Learning | Feb 9, 2023 | ObjectOptical Character Recognition (OCR) | —Unverified | 0 |
| Mutual Exclusivity Training and Primitive Augmentation to Induce Compositionality | Nov 28, 2022 | Data AugmentationInductive Bias | CodeCode Available | 0 |
| A Short Survey of Systematic Generalization | Nov 22, 2022 | SurveySystematic Generalization | —Unverified | 0 |
