{"total":34,"rows":[{"id":"2408.14339","title":"ConceptMix: A Compositional Image Generation Benchmark with Controllable Difficulty","created":"2024-08-26","cited_by_count":61,"area":null},{"id":"2403.05110","title":"Efficient Data Collection for Robotic Manipulation via Compositional Generalization","created":"2024-03-08","cited_by_count":37,"area":null},{"id":"2402.04875","title":"On Provable Length and Compositional Generalization","created":"2024-02-07","cited_by_count":22,"area":null},{"id":"2405.16391","title":"When does compositional structure yield compositional generalization? A kernel theory","created":"2024-05-26","cited_by_count":20,"area":null},{"id":"2409.19808","title":"Can Models Learn Skill Composition from Examples?","created":"2024-09-29","cited_by_count":17,"area":null},{"id":"2310.18777","title":"Improving Compositional Generalization Using Iterated Learning and Simplicial Embeddings","created":"2023-10-28","cited_by_count":15,"area":null},{"id":"2302.12239","title":"What makes a language easy to deep-learn? Deep neural networks and humans similarly benefit from compositional structure","created":"2023-02-23","cited_by_count":13,"area":null},{"id":"2407.05897","title":"Deciphering the Role of Representation Disentanglement: Investigating Compositional Generalization in CLIP Models","created":"2024-07-08","cited_by_count":13,"area":null},{"id":"2302.01067","title":"A Survey on Compositional Generalization in Applications","created":"2023-02-02","cited_by_count":12,"area":null},{"id":"2311.04453","title":"Lewis's Signaling Game as beta-VAE For Natural Word Lengths and Segments","created":"2023-11-08","cited_by_count":11,"area":null},{"id":"2406.16135","title":"Crosslingual Capabilities and Knowledge Barriers in Multilingual Large Language Models","created":"2024-06-23","cited_by_count":9,"area":null},{"id":"2406.18534","title":"Towards Compositionality in Concept Learning","created":"2024-06-26","cited_by_count":7,"area":null},{"id":"2407.17960","title":"The Curious Case of Representational Alignment: Unravelling Visio-Linguistic Tasks in Emergent Communication","created":"2024-07-25","cited_by_count":7,"area":null},{"id":"2305.18063","title":"Vector-based Representation is the Key: A Study on Disentanglement and Compositional Generalization","created":"2023-05-29","cited_by_count":6,"area":null},{"id":"2501.18797","title":"Compositional Generalization via Forced Rendering of Disentangled Latents","created":"2025-01-30","cited_by_count":4,"area":null},{"id":"2502.07552","title":"Unsupervised Translation of Emergent Communication","created":"2025-02-11","cited_by_count":3,"area":null},{"id":"2304.02335","title":"Correcting Flaws in Common Disentanglement Metrics","created":"2023-04-05","cited_by_count":2,"area":null},{"id":"2305.11512","title":"Enriching Disentanglement: From Logical Definitions to Quantitative Metrics","created":"2023-05-19","cited_by_count":2,"area":null},{"id":"2310.07698","title":"SurroCBM: Concept Bottleneck Surrogate Models for Generative Post-hoc Explanation","created":"2023-10-11","cited_by_count":2,"area":null},{"id":"2402.06492","title":"Inducing Systematicity in Transformers by Attending to Structurally Quantized Embeddings","created":"2024-02-09","cited_by_count":1,"area":null},{"id":"2405.06535","title":"Controllable Image Generation with Composed Parallel Token Prediction","created":"2024-05-10","cited_by_count":1,"area":null},{"id":"2410.21803","title":"SimSiam Naming Game: A Unified Approach for Emergent Communication and Representation Learning","created":"2024-10-29","cited_by_count":1,"area":null},{"id":"2501.19182","title":"A Compressive-Expressive Communication Framework for Compositional Representations","created":"2025-01-31","cited_by_count":1,"area":null},{"id":"2507.04754","title":"Intervening to Learn and Compose Causally Disentangled Representations","created":"2025-07-07","cited_by_count":1,"area":null},{"id":"2601.10169","title":"CtD: Composition through Decomposition in Emergent Communication","created":"2026-01-15","cited_by_count":1,"area":null},{"id":"2307.15494","title":"ETHER: Aligning Emergent Communication for Hindsight Experience Replay","created":"2023-07-28","cited_by_count":0,"area":null},{"id":"2502.20499","title":"Data Distributional Properties As Inductive Bias for Systematic Generalization","created":"2025-02-27","cited_by_count":0,"area":null},{"id":"2505.02627","title":"A Theoretical Analysis of Provable Compositional Generalization in Neural Networks: A Necessary and Sufficient Condition","created":"2025-05-05","cited_by_count":0,"area":null},{"id":"2505.22087","title":"Cognitively-Inspired Emergent Communication via Knowledge Graphs for Assisting the Visually Impaired","created":"2025-05-28","cited_by_count":0,"area":null},{"id":"2508.20656","title":"Compositionality in Time Series: A Proof of Concept using Symbolic Dynamics and Compositional Data Augmentation","created":"2025-08-28","cited_by_count":0,"area":null},{"id":"2603.11795","title":"Intrinsic Concept Extraction Based on Compositional Interpretability","created":"2026-03-12","cited_by_count":0,"area":null},{"id":"2604.05730","title":"Controllable Image Generation with Composed Parallel Token Prediction","created":"2026-04-07","cited_by_count":0,"area":null},{"id":"2608.30124","title":"TPR-Attention for Combinatorial Generalization","created":"2026-08-31","cited_by_count":0,"area":null},{"id":"2609.10158","title":"CoGe-GCD: Reframing Generalized Category Discovery with Compositional Generalization","created":"2026-09-09","cited_by_count":0,"area":null}],"next_cursor":null}