{"total":14,"rows":[{"id":"2212.10888","title":"A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability","created":"2022-12-21","cited_by_count":31,"area":null},{"id":"2209.04851","title":"OpenMixup: Open Mixup Toolbox and Benchmark for Visual Representation Learning","created":"2022-09-11","cited_by_count":21,"area":null},{"id":"2409.05202","title":"A Survey on Mixup Augmentations and Beyond","created":"2024-09-08","cited_by_count":20,"area":null},{"id":"2210.15721","title":"GraphMAD: Graph Mixup for Data Augmentation using Data-Driven Convex Clustering","created":"2022-10-27","cited_by_count":13,"area":null},{"id":"2207.04103","title":"StatMix: Data augmentation method that relies on image statistics in federated learning","created":"2022-07-08","cited_by_count":4,"area":null},{"id":"2302.02092","title":"Interpolation for Robust Learning: Data Augmentation on Wasserstein Geodesics","created":"2023-02-04","cited_by_count":3,"area":null},{"id":"2501.01640","title":"Uncertainty and Energy based Loss Guided Semi-Supervised Semantic Segmentation","created":"2025-01-03","cited_by_count":3,"area":null},{"id":"2309.11104","title":"AttentionMix: Data augmentation method that relies on BERT attention mechanism","created":"2023-09-20","cited_by_count":2,"area":null},{"id":"2205.14606","title":"A General Multiple Data Augmentation Based Framework for Training Deep Neural Networks","created":"2022-05-29","cited_by_count":0,"area":null},{"id":"2302.01374","title":"Neural Network Architecture for Database Augmentation Using Shared Features","created":"2023-02-02","cited_by_count":0,"area":null},{"id":"2309.08851","title":"Enhancing Visual Perception in Novel Environments via Incremental Data Augmentation Based on Style Transfer","created":"2023-09-16","cited_by_count":0,"area":null},{"id":"2505.12803","title":"Informed Mixing -- Improving Open Set Recognition via Attribution-based Augmentation","created":"2025-05-19","cited_by_count":0,"area":null},{"id":"2507.18558","title":"Synthetic Data Augmentation for Enhanced Chicken Carcass Instance Segmentation","created":"2025-07-24","cited_by_count":0,"area":null},{"id":"2608.25710","title":"Difficulty-Aware Sample Allocation for Adaptive Data Augmentation in Semantic Segmentation","created":"2026-08-26","cited_by_count":0,"area":null}],"next_cursor":null}