{"total":57,"rows":[{"id":"2101.10979","title":"Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation","created":"2021-01-26","cited_by_count":268,"area":null},{"id":"2204.13132","title":"HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation","created":"2022-04-27","cited_by_count":164,"area":null},{"id":"2110.03374","title":"Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data","created":"2021-10-07","cited_by_count":152,"area":null},{"id":"2105.00097","title":"Self-supervised Augmentation Consistency for Adapting Semantic Segmentation","created":"2021-04-30","cited_by_count":149,"area":null},{"id":"2306.17253","title":"Towards Zero-Shot Scale-Aware Monocular Depth Estimation","created":"2023-06-29","cited_by_count":101,"area":null},{"id":"2108.11249","title":"Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation","created":"2021-08-25","cited_by_count":81,"area":null},{"id":"2104.13613","title":"Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation","created":"2021-04-28","cited_by_count":80,"area":null},{"id":"2108.03557","title":"Context-Aware Mixup for Domain Adaptive Semantic Segmentation","created":"2021-08-08","cited_by_count":79,"area":null},{"id":"2106.03422","title":"Source-Free Open Compound Domain Adaptation in Semantic Segmentation","created":"2021-06-07","cited_by_count":43,"area":null},{"id":"2111.15242","title":"ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation","created":"2021-11-30","cited_by_count":41,"area":null},{"id":"2211.07609","title":"PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation","created":"2022-11-14","cited_by_count":41,"area":null},{"id":"2103.16694","title":"Geometric Unsupervised Domain Adaptation for Semantic Segmentation","created":"2021-03-30","cited_by_count":33,"area":null},{"id":"2207.06825","title":"Refign: Align and Refine for Adaptation of Semantic Segmentation to Adverse Conditions","created":"2022-07-14","cited_by_count":31,"area":null},{"id":"2304.11928","title":"Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Driving","created":"2023-04-24","cited_by_count":29,"area":null},{"id":"2302.06378","title":"Semantic Image Segmentation: Two Decades of Research","created":"2023-02-13","cited_by_count":27,"area":null},{"id":"2212.09068","title":"Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain Generalization","created":"2022-12-18","cited_by_count":22,"area":null},{"id":"2105.02001","title":"Contrastive Learning and Self-Training for Unsupervised Domain Adaptation in Semantic Segmentation","created":"2021-05-05","cited_by_count":19,"area":null},{"id":"2112.03241","title":"Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey","created":"2021-12-06","cited_by_count":19,"area":null},{"id":"2207.10667","title":"Online Domain Adaptation for Semantic Segmentation in Ever-Changing Conditions","created":"2022-07-21","cited_by_count":16,"area":null},{"id":"2104.14374","title":"Thermal Infrared Image Colorization for Nighttime Driving Scenes with Top-Down Guided Attention","created":"2021-04-29","cited_by_count":15,"area":null},{"id":"2209.07910","title":"Memory Consistent Unsupervised Off-the-Shelf Model Adaptation for Source-Relaxed Medical Image Segmentation","created":"2022-09-16","cited_by_count":15,"area":null},{"id":"2306.02092","title":"Collaborative Group: Composed Image Retrieval via Consensus Learning from Noisy Annotations","created":"2023-06-03","cited_by_count":14,"area":null},{"id":"2103.15685","title":"Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation","created":"2021-03-29","cited_by_count":13,"area":null},{"id":"2110.06685","title":"Plugging Self-Supervised Monocular Depth into Unsupervised Domain Adaptation for Semantic Segmentation","created":"2021-10-13","cited_by_count":13,"area":null},{"id":"2210.08226","title":"Self-Distillation for Unsupervised 3D Domain Adaptation","created":"2022-10-15","cited_by_count":12,"area":"distill"},{"id":"2104.14203","title":"Rethinking Ensemble-Distillation for Semantic Segmentation Based Unsupervised Domain Adaptation","created":"2021-04-29","cited_by_count":11,"area":null},{"id":"2204.05546","title":"Undoing the Damage of Label Shift for Cross-domain Semantic Segmentation","created":"2022-04-12","cited_by_count":11,"area":null},{"id":"2110.02833","title":"Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries","created":"2021-10-06","cited_by_count":10,"area":null},{"id":"2107.13978","title":"Personalized Image Semantic Segmentation","created":"2021-07-24","cited_by_count":9,"area":null},{"id":"2311.12682","title":"Transferring to Real-World Layouts: A Depth-aware Framework for Scene Adaptation","created":"2023-11-21","cited_by_count":9,"area":null},{"id":"2208.06507","title":"Continual Unsupervised Domain Adaptation for Semantic Segmentation using a Class-Specific Transfer","created":"2022-08-12","cited_by_count":8,"area":null},{"id":"2303.02741","title":"IDA: Informed Domain Adaptive Semantic Segmentation","created":"2023-03-05","cited_by_count":8,"area":null},{"id":"2106.12123","title":"Exploiting Negative Learning for Implicit Pseudo Label Rectification in Source-Free Domain Adaptive Semantic Segmentation","created":"2021-06-23","cited_by_count":7,"area":null},{"id":"2301.01149","title":"I2F: A Unified Image-to-Feature Approach for Domain Adaptive Semantic Segmentation","created":"2023-01-03","cited_by_count":7,"area":null},{"id":"2403.18469","title":"Density-guided Translator Boosts Synthetic-to-Real Unsupervised Domain Adaptive Segmentation of 3D Point Clouds","created":"2024-03-27","cited_by_count":7,"area":null},{"id":"2507.07125","title":"CoPT: Unsupervised Domain Adaptive Segmentation using Domain-Agnostic Text Embeddings","created":"2025-07-08","cited_by_count":7,"area":null},{"id":"2201.06759","title":"Knowledge Sharing via Domain Adaptation in Customs Fraud Detection","created":"2022-01-18","cited_by_count":5,"area":null},{"id":"2104.09699","title":"Domain adaptation based self-correction model for COVID-19 infection segmentation in CT images","created":"2021-04-20","cited_by_count":4,"area":null},{"id":"2302.06992","title":"Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic Segmentation","created":"2023-02-14","cited_by_count":4,"area":null},{"id":"2310.01055","title":"Improved Crop and Weed Detection with Diverse Data Ensemble Learning","created":"2023-10-02","cited_by_count":4,"area":null},{"id":"2210.01578","title":"Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation","created":"2022-10-04","cited_by_count":3,"area":null},{"id":"2312.06331","title":"Semantic Connectivity-Driven Pseudo-labeling for Cross-domain Segmentation","created":"2023-12-11","cited_by_count":3,"area":null},{"id":"2501.04696","title":"Test-Time Optimization for Domain Adaptive Open Vocabulary Segmentation","created":"2025-01-08","cited_by_count":3,"area":null},{"id":"2607.04352","title":"Last-Meter Precision Navigation for UAVs: A Diffusion-Refined Aerial Visual Servoing Approach","created":"2026-07-05","cited_by_count":3,"area":null},{"id":"2102.06386","title":"Multi-source Pseudo-label Learning of Semantic Segmentation for the Scene Recognition of Agricultural Mobile Robots","created":"2021-02-12","cited_by_count":2,"area":null},{"id":"2308.05851","title":"SegDA: Maximum Separable Segment Mask with Pseudo Labels for Domain Adaptive Semantic Segmentation","created":"2023-08-10","cited_by_count":2,"area":null},{"id":"2309.11711","title":"MoDA: Leveraging Motion Priors from Videos for Advancing Unsupervised Domain Adaptation in Semantic Segmentation","created":"2023-09-21","cited_by_count":2,"area":null},{"id":"2105.03151","title":"More Separable and Easier to Segment: A Cluster Alignment Method for Cross-Domain Semantic Segmentation","created":"2021-05-07","cited_by_count":1,"area":null},{"id":"2204.06747","title":"Unsupervised Domain Adaptation with Implicit Pseudo Supervision for Semantic Segmentation","created":"2022-04-14","cited_by_count":1,"area":null},{"id":"2208.02960","title":"Memory-Guided Collaborative Attention for Nighttime Thermal Infrared Image Colorization","created":"2022-08-05","cited_by_count":1,"area":null},{"id":"2210.02991","title":"Cross-Modality Domain Adaptation for Freespace Detection: A Simple yet Effective Baseline","created":"2022-10-06","cited_by_count":1,"area":null},{"id":"2407.17101","title":"PiPa++: Towards Unification of Domain Adaptive Semantic Segmentation via Self-supervised Learning","created":"2024-07-24","cited_by_count":1,"area":null},{"id":"2105.12939","title":"Unsupervised Adaptive Semantic Segmentation with Local Lipschitz Constraint","created":"2021-05-27","cited_by_count":0,"area":null},{"id":"2210.03435","title":"IDPL: Intra-subdomain adaptation adversarial learning segmentation method based on Dynamic Pseudo Labels","created":"2022-10-07","cited_by_count":0,"area":null},{"id":"2212.09438","title":"Leveraging Road Area Semantic Segmentation with Auxiliary Steering Task","created":"2022-12-19","cited_by_count":0,"area":null},{"id":"2601.01439","title":"In defense of the two-stage framework for open-set domain adaptive semantic segmentation","created":"2026-01-04","cited_by_count":0,"area":null},{"id":"2607.10087","title":"CVKD-UDA: Cross-View Knowledge Distillation for 3D Unsupervised Domain Adaptive Segmentation","created":"2026-07-11","cited_by_count":0,"area":"distill"}],"next_cursor":null}