{"total":14,"rows":[{"id":"2202.02794","title":"Active Learning on a Budget: Opposite Strategies Suit High and Low Budgets","created":"2022-02-06","cited_by_count":133,"area":null},{"id":"2205.11320","title":"Active Learning Through a Covering Lens","created":"2022-05-23","cited_by_count":66,"area":null},{"id":"2310.14230","title":"A comprehensive survey on deep active learning in medical image analysis","created":"2023-10-22","cited_by_count":35,"area":null},{"id":"2201.07459","title":"PT4AL: Using Self-Supervised Pretext Tasks for Active Learning","created":"2022-01-19","cited_by_count":27,"area":null},{"id":"2210.02442","title":"Making Your First Choice: To Address Cold Start Problem in Vision Active Learning","created":"2022-10-05","cited_by_count":25,"area":null},{"id":"2404.17249","title":"Making Better Use of Unlabelled Data in Bayesian Active Learning","created":"2024-04-26","cited_by_count":10,"area":null},{"id":"2310.08035","title":"BaSAL: Size-Balanced Warm Start Active Learning for LiDAR Semantic Segmentation","created":"2023-10-12","cited_by_count":8,"area":null},{"id":"2304.11762","title":"You Never Get a Second Chance To Make a Good First Impression: Seeding Active Learning for 3D Semantic Segmentation","created":"2023-04-23","cited_by_count":6,"area":null},{"id":"2306.04099","title":"NTKCPL: Active Learning on Top of Self-Supervised Model by Estimating True Coverage","created":"2023-06-07","cited_by_count":3,"area":null},{"id":"2407.06363","title":"Leveraging image captions for selective whole slide image annotation","created":"2024-07-08","cited_by_count":1,"area":null},{"id":"2212.14621","title":"Label-Efficient Interactive Time-Series Anomaly Detection","created":"2022-12-30","cited_by_count":0,"area":null},{"id":"2306.11056","title":"Taming Small-sample Bias in Low-budget Active Learning","created":"2023-06-19","cited_by_count":0,"area":null},{"id":"2310.01597","title":"Pool-Based Active Learning with Proper Topological Regions","created":"2023-10-02","cited_by_count":0,"area":null},{"id":"2508.05090","title":"Cold-Start Active Preference Learning in Socio-Economic Domains","created":"2025-08-07","cited_by_count":0,"area":null}],"next_cursor":null}