compositional structure

On the Convergence of Overparameterized Problems: Inherent Properties of the Compositional Structure of Neural Networks L4DC 2026 Relational Object-Centric Actor-Critic CLeaR 2025 Attention-based Iterative Decomposition for Tensor Product Representation ICLR 2024 Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks ICML 2024 HENASY: Learning to Assemble Scene-Entities for Interpretable Egocentric Video-Language Model NeurIPS 2024 VerbCLIP: Improving Verb Understanding in Vision-Language Models with Compositional Structures ACL 2024 Improving Constituent Representation with Hypertree Neural Networks NAACL 2022 Compositional Networks Enable Systematic Generalization for Grounded Language Understanding EMNLP 2021 Lifelong Learning of Compositional Structures ICLR 2021 Contrastive Learning of Structured World Models ICLR 2020 CoSE: Compositional Stroke Embeddings NeurIPS 2020 Cut-Based Graph Learning Networks to Discover Compositional Structure of Sequential Video Data AAAI 2020 Discovering the Compositional Structure of Vector Representations with Role Learning Networks EMNLP 2020 Emergent Language Generalization and Acquisition Speed are not tied to Compositionality EMNLP 2020 LSTMs Compose—and Learn—Bottom-Up EMNLP 2020 Normalizing Compositional Structures Across Graphbanks COLING 2020 Neural Task Graphs: Generalizing to Unseen Tasks From a Single Video Demonstration CVPR 2019 RNNs implicitly implement tensor-product representations ICLR 2019 Analogs of Linguistic Structure in Deep Representations EMNLP 2017 Neural Module Networks CVPR 2016 Probing the Compositionality of Intuitive Functions NeurIPS 2016