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Systematic Generalization

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Showing 51–75 of 126 papers

TitleStatusHype
Identifiable Object-Centric Representation Learning via Probabilistic Slot AttentionCode0
Attention-based Iterative Decomposition for Tensor Product RepresentationCode0
Mixture of Latent Experts Using Tensor ProductsCode0
What makes Models Compositional? A Theoretical View: With Supplement—0
Learning to Compose: Improving Object Centric Learning by Injecting CompositionalityCode0
Composing Pre-Trained Object-Centric Representations for Robotics From "What" and "Where" Foundation Models—0
Slot Abstractors: Toward Scalable Abstract Visual ReasoningCode0
Benchmarking GPT-4 on Algorithmic Problems: A Systematic Evaluation of Prompting Strategies—0
A Neural Rewriting System to Solve Algorithmic Problems—0
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
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
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