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Systematic Generalization

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Showing 26–50 of 126 papers

TitleStatusHype
Benchmarking GPT-4 on Algorithmic Problems: A Systematic Evaluation of Prompting Strategies—0
A Neural Rewriting System to Solve Algorithmic Problems—0
Case-Based or Rule-Based: How Do Transformers Do the Math?Code1
Unsupervised Discovery of Object-Centric Neural Fields—0
On the generalization capacity of neural networks during generic multimodal reasoningCode0
Interpretability Illusions in the Generalization of Simplified Models—0
Generating Interpretable Networks using Hypernetworks—0
Imagine the Unseen World: A Benchmark for Systematic Generalization in Visual World Models—0
SIP: Injecting a Structural Inductive Bias into a Seq2Seq Model by SimulationCode0
Compositional Program Generation for Few-Shot Systematic GeneralizationCode0
D3: Data Diversity Design for Systematic Generalization in Visual Question AnsweringCode0
Skills-in-Context Prompting: Unlocking Compositionality in Large Language Models—0
A Hybrid System for Systematic Generalization in Simple Arithmetic ProblemsCode0
Learning to Substitute Spans towards Improving Compositional GeneralizationCode0
Systematic Visual Reasoning through Object-Centric Relational AbstractionCode0
Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning ShortcutsCode1
Coarse-to-Fine Contrastive Learning in Image-Text-Graph Space for Improved Vision-Language Compositionality—0
SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models—0
HICO-DET-SG and V-COCO-SG: New Data Splits for Evaluating the Systematic Generalization Performance of Human-Object Interaction Detection ModelsCode0
On the Generalization of Learned Structured Representations—0
Neural Compositional Rule Learning for Knowledge Graph ReasoningCode1
What makes a language easy to deep-learn? Deep neural networks and humans similarly benefit from compositional structureCode0
An Investigation into Pre-Training Object-Centric Representations for Reinforcement Learning—0
Mutual Exclusivity Training and Primitive Augmentation to Induce CompositionalityCode0
A Short Survey of Systematic Generalization—0
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