| Neural Systematic Binder | Nov 2, 2022 | DisentanglementObject | CodeCode Available | 1 |
| Achieving and Understanding Out-of-Distribution Generalization in Systematic Reasoning in Small-Scale Transformers | Oct 7, 2022 | Out-of-Distribution GeneralizationSystematic Generalization | —Unverified | 0 |
| VIMA: General Robot Manipulation with Multimodal Prompts | Oct 6, 2022 | Imitation LearningLanguage Modelling | CodeCode Available | 2 |
| Neural-Symbolic Recursive Machine for Systematic Generalization | Oct 4, 2022 | Arithmetic ReasoningMachine Translation | —Unverified | 0 |
| Enhancing Interpretability and Interactivity in Robot Manipulation: A Neurosymbolic Approach | Oct 3, 2022 | Referring ExpressionRobot Manipulation | CodeCode Available | 0 |
| Systematic Generalization and Emergent Structures in Transformers Trained on Structured Tasks | Oct 2, 2022 | image-classificationImage Classification | —Unverified | 0 |
| 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 |
| 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 |
| 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 |
| Transformer Module Networks for Systematic Generalization in Visual Question Answering | Jan 27, 2022 | Question AnsweringSystematic Generalization | CodeCode Available | 0 |
| Systematic Generalization with Edge Transformers | Dec 1, 2021 | Dependency ParsingNatural Language Understanding | CodeCode Available | 1 |
| ORCHARD: A Benchmark For Measuring Systematic Generalization of Multi-Hierarchical Reasoning | Nov 28, 2021 | DiagnosticListOps | CodeCode Available | 0 |
| Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning | Nov 25, 2021 | Abstract AlgebraSystematic Generalization | —Unverified | 0 |
| Conditional Object-Centric Learning from Video | Nov 24, 2021 | 3D geometryInstance Segmentation | CodeCode Available | 1 |
| LAGr: Label Aligned Graphs for Better Systematic Generalization in Semantic Parsing | Nov 16, 2021 | Semantic ParsingSystematic Generalization | —Unverified | 0 |
| Illiterate DALL-E Learns to Compose | Oct 17, 2021 | DecoderImage Generation | CodeCode Available | 1 |
| Challenges in Generalization in Open Domain Question Answering | Oct 16, 2021 | Natural QuestionsOpen-Domain Question Answering | —Unverified | 0 |
| The Neural Data Router: Adaptive Control Flow in Transformers Improves Systematic Generalization | Oct 14, 2021 | ListOpsSystematic Generalization | CodeCode Available | 1 |
