{"total":17,"rows":[{"id":"2412.04077","title":"SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning","created":"2024-12-05","cited_by_count":24,"area":null},{"id":"2406.06813","title":"Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation","created":"2024-06-10","cited_by_count":8,"area":null},{"id":"2305.17349","title":"Condition-Invariant Semantic Segmentation","created":"2023-05-27","cited_by_count":7,"area":null},{"id":"2402.06446","title":"ControlUDA: Controllable Diffusion-assisted Unsupervised Domain Adaptation for Cross-Weather Semantic Segmentation","created":"2024-02-09","cited_by_count":6,"area":null},{"id":"2412.10339","title":"Towards Unsupervised Domain Bridging via Image Degradation in Semantic Segmentation","created":"2024-12-13","cited_by_count":5,"area":null},{"id":"2504.06389","title":"SemiDAViL: Semi-supervised Domain Adaptation with Vision-Language Guidance for Semantic Segmentation","created":"2025-04-08","cited_by_count":4,"area":null},{"id":"2407.01327","title":"Gradient-based Class Weighting for Unsupervised Domain Adaptation in Dense Prediction Visual Tasks","created":"2024-07-01","cited_by_count":3,"area":null},{"id":"2504.09814","title":"DUDA: Distilled Unsupervised Domain Adaptation for Lightweight Semantic Segmentation","created":"2025-04-14","cited_by_count":3,"area":null},{"id":"2512.06870","title":"Towards Robust Pseudo-Label Learning in Semantic Segmentation: An Encoding Perspective","created":"2025-12-07","cited_by_count":2,"area":null},{"id":"2512.06886","title":"Balanced Learning for Domain Adaptive Semantic Segmentation","created":"2025-12-07","cited_by_count":2,"area":null},{"id":"2308.15855","title":"IIDM: Inter and Intra-domain Mixing for Semi-supervised Domain Adaptation in Semantic Segmentation","created":"2023-08-30","cited_by_count":1,"area":null},{"id":"2409.15813","title":"Layer-wise Model Merging for Unsupervised Domain Adaptation in Segmentation Tasks","created":"2024-09-24","cited_by_count":1,"area":null},{"id":"2503.10685","title":"VFM-UDA++: Improving Network Architectures and Data Strategies for Unsupervised Domain Adaptive Semantic Segmentation","created":"2025-03-11","cited_by_count":1,"area":null},{"id":"2504.18190","title":"What is the Added Value of UDA in the VFM Era?","created":"2025-04-25","cited_by_count":1,"area":null},{"id":"2602.20860","title":"DA-Cal: Towards Cross-Domain Calibration in Semantic Segmentation","created":"2026-02-24","cited_by_count":1,"area":null},{"id":"2409.18543","title":"Reducing Semantic Ambiguity In Domain Adaptive Semantic Segmentation Via Probabilistic Prototypical Pixel Contrast","created":"2024-09-27","cited_by_count":0,"area":null},{"id":"2606.30577","title":"APRIL-MedSeg: A Modular Medical Image Segmentation Toolbox Embracing Modern Paradigms","created":"2026-06-29","cited_by_count":0,"area":null}],"next_cursor":null}