{"total":18,"rows":[{"id":"2301.10884","title":"Break It Down: Evidence for Structural Compositionality in Neural Networks","created":"2023-01-26","cited_by_count":44,"area":null},{"id":"2303.01542","title":"Self-attention in Vision Transformers Performs Perceptual Grouping, Not Attention","created":"2023-03-02","cited_by_count":16,"area":null},{"id":"2406.15955","title":"Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects","created":"2024-06-22","cited_by_count":13,"area":null},{"id":"2507.07102","title":"Does Data Scaling Lead to Visual Compositional Generalization?","created":"2025-07-09","cited_by_count":13,"area":null},{"id":"2501.19215","title":"Strassen Attention, Split VC Dimension and Compositionality in Transformers","created":"2025-01-31","cited_by_count":12,"area":null},{"id":"2503.03562","title":"Towards Visual Discrimination and Reasoning of Real-World Physical Dynamics: Physics-Grounded Anomaly Detection","created":"2025-03-05","cited_by_count":10,"area":null},{"id":"2405.16727","title":"Disentangling and Integrating Relational and Sensory Information in Transformer Architectures","created":"2024-05-26","cited_by_count":5,"area":null},{"id":"2506.04461","title":"Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey","created":"2025-06-04","cited_by_count":5,"area":null},{"id":"2508.02320","title":"Zero-shot Compositional Action Recognition with Neural Logic Constraints","created":"2025-08-04","cited_by_count":4,"area":null},{"id":"2502.17382","title":"Unraveling the geometry of visual relational reasoning","created":"2025-02-24","cited_by_count":3,"area":null},{"id":"2608.12593","title":"DiG-bench: Discovery in Games","created":"2026-08-12","cited_by_count":3,"area":null},{"id":"2311.14837","title":"Benchmarking Robustness of Text-Image Composed Retrieval","created":"2023-11-24","cited_by_count":2,"area":null},{"id":"2305.16328","title":"Semantic Composition in Visually Grounded Language Models","created":"2023-05-15","cited_by_count":1,"area":null},{"id":"2504.19323","title":"NSFlow: An End-to-End FPGA Framework with Scalable Dataflow Architecture for Neuro-Symbolic AI","created":"2025-04-27","cited_by_count":1,"area":null},{"id":"2311.04474","title":"Emergent Communication for Rules Reasoning","created":"2023-11-08","cited_by_count":0,"area":null},{"id":"2401.04441","title":"Image classification network enhancement methods based on knowledge injection","created":"2024-01-09","cited_by_count":0,"area":null},{"id":"2505.09716","title":"Disassociating performance from compositional feature learning","created":"2025-05-14","cited_by_count":0,"area":null},{"id":"2603.11201","title":"Representation Finetuning for Continual Learning","created":"2026-03-11","cited_by_count":0,"area":null}],"next_cursor":null}