{"total":17,"rows":[{"id":"2103.16002","title":"AGQA: A Benchmark for Compositional Spatio-Temporal Reasoning","created":"2021-03-30","cited_by_count":120,"area":null},{"id":"2108.12043","title":"Learning Disentangled Representations in the Imaging Domain","created":"2021-08-26","cited_by_count":46,"area":null},{"id":"2210.00482","title":"Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergent Language","created":"2022-10-02","cited_by_count":42,"area":null},{"id":"2104.11914","title":"EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: the MonuMAI cultural heritage use case","created":"2021-04-24","cited_by_count":30,"area":null},{"id":"2103.08271","title":"Learning Compositional Representation for 4D Captures with Neural ODE","created":"2021-03-15","cited_by_count":22,"area":null},{"id":"2109.01401","title":"CX-ToM: Counterfactual Explanations with Theory-of-Mind for Enhancing Human Trust in Image Recognition Models","created":"2021-09-03","cited_by_count":20,"area":null},{"id":"2107.04474","title":"Interpretable Compositional Convolutional Neural Networks","created":"2021-07-09","cited_by_count":16,"area":null},{"id":"2105.08664","title":"Deep Graph Convolutional Reinforcement Learning for Financial Portfolio Management -- DeepPocket","created":"2021-05-06","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":"2209.14974","title":"Greybox XAI: a Neural-Symbolic learning framework to produce interpretable predictions for image classification","created":"2022-09-26","cited_by_count":12,"area":null},{"id":"2306.07783","title":"Compositionally Equivariant Representation Learning","created":"2023-06-13","cited_by_count":2,"area":null},{"id":"2309.04504","title":"Compositional Learning of Visually-Grounded Concepts Using Reinforcement","created":"2023-09-08","cited_by_count":2,"area":null},{"id":"2302.05448","title":"The Construction of Reality in an AI: A Review","created":"2023-02-03","cited_by_count":1,"area":null},{"id":"2311.12836","title":"AI-based association analysis for medical imaging using latent-space geometric confounder correction","created":"2023-10-03","cited_by_count":1,"area":null},{"id":"2506.08915","title":"Two-stage Vision Transformers and Hard Masking offer Robust Object Representations","created":"2025-06-10","cited_by_count":1,"area":null},{"id":"2408.11733","title":"Enhancing Cross-Modal Medical Image Segmentation through Compositionality","created":"2024-08-21","cited_by_count":0,"area":null},{"id":"2602.16545","title":"Let's Split Up: Zero-Shot Classifier Edits for Fine-Grained Video Understanding","created":"2026-02-18","cited_by_count":0,"area":null}],"next_cursor":null}