{"total":19,"rows":[{"id":"2206.08213","title":"A Closer Look at Smoothness in Domain Adversarial Training","created":"2022-06-16","cited_by_count":85,"area":null},{"id":"2206.08009","title":"Balancing Discriminability and Transferability for Source-Free Domain Adaptation","created":"2022-06-16","cited_by_count":58,"area":null},{"id":"2111.12940","title":"Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation","created":"2021-11-25","cited_by_count":57,"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":"2203.05738","title":"Learning Distinctive Margin toward Active Domain Adaptation","created":"2022-03-11","cited_by_count":18,"area":null},{"id":"2208.06604","title":"Combating Label Distribution Shift for Active Domain Adaptation","created":"2022-08-13","cited_by_count":14,"area":null},{"id":"2401.16193","title":"Contributing Dimension Structure of Deep Feature for Coreset Selection","created":"2024-01-29","cited_by_count":5,"area":null},{"id":"2208.12856","title":"Local Context-Aware Active Domain Adaptation","created":"2022-08-26","cited_by_count":4,"area":null},{"id":"2304.07031","title":"Spectral Transfer Guided Active Domain Adaptation For Thermal Imagery","created":"2023-04-14","cited_by_count":3,"area":null},{"id":"2505.19421","title":"Certainty and Uncertainty Guided Active Domain Adaptation","created":"2025-05-26","cited_by_count":3,"area":null},{"id":"2403.06174","title":"Domain Adversarial Active Learning for Domain Generalization Classification","created":"2024-03-10","cited_by_count":2,"area":null},{"id":"2204.11665","title":"Loss-based Sequential Learning for Active Domain Adaptation","created":"2022-04-25","cited_by_count":1,"area":null},{"id":"2206.09563","title":"Scalable Distributed Algorithms for Size-Constrained Submodular Maximization in the MapReduce and Adaptive Complexity Models","created":"2022-06-20","cited_by_count":1,"area":null},{"id":"2401.05465","title":"D3GU: Multi-Target Active Domain Adaptation via Enhancing Domain Alignment","created":"2024-01-10","cited_by_count":1,"area":null},{"id":"2210.06749","title":"Reducing Annotation Effort by Identifying and Labeling Contextually Diverse Classes for Semantic Segmentation Under Domain Shift","created":"2022-10-13","cited_by_count":0,"area":null},{"id":"2310.09890","title":"Score-Based Methods for Discrete Optimization in Deep Learning","created":"2023-10-15","cited_by_count":0,"area":null},{"id":"2409.18418","title":"A3: Active Adversarial Alignment for Source-Free Domain Adaptation","created":"2024-09-27","cited_by_count":0,"area":null},{"id":"2411.07229","title":"Learning from Limited and Imperfect Data","created":"2024-11-11","cited_by_count":0,"area":null},{"id":"2507.21205","title":"Learning from Limited and Imperfect Data","created":"2025-07-28","cited_by_count":0,"area":null}],"next_cursor":null}