{"total":103,"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":"2105.00097","title":"Self-supervised Augmentation Consistency for Adapting Semantic Segmentation","created":"2021-04-30","cited_by_count":149,"area":null},{"id":"2105.13502","title":"Unsupervised Domain Adaptation of Object Detectors: A Survey","created":"2021-05-27","cited_by_count":93,"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":"2104.10834","title":"DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation","created":"2021-04-22","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":"2203.01452","title":"Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation","created":"2022-03-02","cited_by_count":72,"area":null},{"id":"2203.09744","title":"Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation","created":"2022-03-18","cited_by_count":47,"area":null},{"id":"2303.14360","title":"Both Style and Distortion Matter: Dual-Path Unsupervised Domain Adaptation for Panoramic Semantic Segmentation","created":"2023-03-25","cited_by_count":47,"area":null},{"id":"2112.11177","title":"Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization","created":"2021-12-21","cited_by_count":46,"area":null},{"id":"2207.11860","title":"Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation","created":"2022-07-25","cited_by_count":46,"area":null},{"id":"2108.03152","title":"Source-Free Domain Adaptation for Image Segmentation","created":"2021-08-06","cited_by_count":45,"area":null},{"id":"2106.03418","title":"Multi-Target Domain Adaptation with Collaborative Consistency Learning","created":"2021-06-07","cited_by_count":43,"area":null},{"id":"2312.12176","title":"All for One, and One for All: UrbanSyn Dataset, the third Musketeer of Synthetic Driving Scenes","created":"2023-12-19","cited_by_count":41,"area":null},{"id":"2101.06853","title":"Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation","created":"2021-01-18","cited_by_count":39,"area":null},{"id":"2108.06383","title":"DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context Exchange","created":"2021-08-13","cited_by_count":36,"area":null},{"id":"2110.11062","title":"Transfer beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation","created":"2021-10-21","cited_by_count":34,"area":null},{"id":"2207.10015","title":"Generative Domain Adaptation for Face Anti-Spoofing","created":"2022-07-20","cited_by_count":33,"area":null},{"id":"2108.07142","title":"PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation","created":"2021-08-16","cited_by_count":30,"area":null},{"id":"2110.06484","title":"Domain Adaptive Semantic Segmentation without Source Data","created":"2021-10-13","cited_by_count":30,"area":null},{"id":"2108.03553","title":"Self-Adversarial Disentangling for Specific Domain Adaptation","created":"2021-08-08","cited_by_count":29,"area":null},{"id":"2108.08012","title":"Multi-Anchor Active Domain Adaptation for Semantic Segmentation","created":"2021-08-18","cited_by_count":29,"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":"2503.07098","title":"OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation","created":"2025-03-10","cited_by_count":28,"area":null},{"id":"2302.06378","title":"Semantic Image Segmentation: Two Decades of Research","created":"2023-02-13","cited_by_count":27,"area":null},{"id":"2108.06337","title":"Dual Path Learning for Domain Adaptation of Semantic Segmentation","created":"2021-08-13","cited_by_count":26,"area":null},{"id":"2112.00484","title":"Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding","created":"2021-12-01","cited_by_count":26,"area":null},{"id":"2306.02061","title":"Balancing Logit Variation for Long-tailed Semantic Segmentation","created":"2023-06-03","cited_by_count":26,"area":null},{"id":"2111.12221","title":"Source-free unsupervised domain adaptation for cross-modality abdominal multi-organ segmentation","created":"2021-11-24","cited_by_count":23,"area":null},{"id":"2203.16195","title":"On the Road to Online Adaptation for Semantic Image Segmentation","created":"2022-03-30","cited_by_count":23,"area":null},{"id":"2209.06993","title":"Learning from Future: A Novel Self-Training Framework for Semantic Segmentation","created":"2022-09-15","cited_by_count":21,"area":null},{"id":"2304.13672","title":"FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation","created":"2023-04-26","cited_by_count":21,"area":null},{"id":"2310.08820","title":"Learning to Adapt SAM for Segmenting Cross-domain Point Clouds","created":"2023-10-13","cited_by_count":20,"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":"2104.00564","title":"Domain-Adversarial Training of Self-Attention Based Networks for Land Cover Classification using Multi-temporal Sentinel-2 Satellite Imagery","created":"2021-04-01","cited_by_count":18,"area":null},{"id":"2103.14098","title":"Learning Part Segmentation through Unsupervised Domain Adaptation from Synthetic Vehicles","created":"2021-03-25","cited_by_count":16,"area":null},{"id":"2203.10332","title":"Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation","created":"2022-03-19","cited_by_count":16,"area":null},{"id":"2208.03901","title":"Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration","created":"2022-08-08","cited_by_count":16,"area":null},{"id":"2110.11650","title":"Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation","created":"2021-10-22","cited_by_count":15,"area":null},{"id":"2111.13353","title":"Contrastive Vicinal Space for Unsupervised Domain Adaptation","created":"2021-11-26","cited_by_count":14,"area":null},{"id":"2304.02991","title":"Exploiting the Complementarity of 2D and 3D Networks to Address Domain-Shift in 3D Semantic Segmentation","created":"2023-04-06","cited_by_count":14,"area":null},{"id":"2109.05664","title":"Unsupervised domain adaptation for cross-modality liver segmentation via joint adversarial learning and self-learning","created":"2021-09-13","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":"2102.13002","title":"Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation","created":"2021-02-25","cited_by_count":12,"area":null},{"id":"2204.11667","title":"Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation","created":"2022-04-25","cited_by_count":12,"area":null},{"id":"2304.07750","title":"GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates","created":"2023-04-16","cited_by_count":12,"area":null},{"id":"2106.11653","title":"A Curriculum-style Self-training Approach for Source-Free Semantic Segmentation","created":"2021-06-22","cited_by_count":11,"area":null},{"id":"2212.07911","title":"Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation","created":"2022-12-15","cited_by_count":11,"area":null},{"id":"2108.07979","title":"A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework","created":"2021-08-18","cited_by_count":10,"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":"2303.14361","title":"Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation","created":"2023-03-25","cited_by_count":10,"area":null},{"id":"2304.12122","title":"Augmentation-based Domain Generalization for Semantic Segmentation","created":"2023-04-24","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":"2108.07779","title":"Appearance Based Deep Domain Adaptation for the Classification of Aerial Images","created":"2021-08-17","cited_by_count":9,"area":null},{"id":"2208.00160","title":"Learning Feature Decomposition for Domain Adaptive Monocular Depth Estimation","created":"2022-07-30","cited_by_count":9,"area":null},{"id":"2306.02314","title":"Using Unreliable Pseudo-Labels for Label-Efficient Semantic Segmentation","created":"2023-06-04","cited_by_count":8,"area":null},{"id":"2112.07999","title":"Self-Ensembling GAN for Cross-Domain Semantic Segmentation","created":"2021-12-15","cited_by_count":7,"area":null},{"id":"2201.02588","title":"FogAdapt: Self-Supervised Domain Adaptation for Semantic Segmentation of Foggy Images","created":"2022-01-07","cited_by_count":7,"area":null},{"id":"2204.02111","title":"Birds of A Feather Flock Together: Category-Divergence Guidance for Domain Adaptive Segmentation","created":"2022-04-05","cited_by_count":7,"area":null},{"id":"2305.13752","title":"Pulling Target to Source: A New Perspective on Domain Adaptive Semantic Segmentation","created":"2023-05-23","cited_by_count":7,"area":null},{"id":"2309.14241","title":"Informative Data Mining for One-Shot Cross-Domain Semantic Segmentation","created":"2023-09-25","cited_by_count":7,"area":null},{"id":"2107.06235","title":"Exploiting Image Translations via Ensemble Self-Supervised Learning for Unsupervised Domain Adaptation","created":"2021-07-13","cited_by_count":6,"area":null},{"id":"2112.02359","title":"Unsupervised Adaptation of Semantic Segmentation Models without Source Data","created":"2021-12-04","cited_by_count":6,"area":null},{"id":"2204.08399","title":"Unsupervised Contrastive Domain Adaptation for Semantic Segmentation","created":"2022-04-18","cited_by_count":6,"area":null},{"id":"2302.14611","title":"TransAdapt: A Transformative Framework for Online Test Time Adaptive Semantic Segmentation","created":"2023-02-24","cited_by_count":6,"area":null},{"id":"2304.04581","title":"Reconstruction-driven Dynamic Refinement based Unsupervised Domain Adaptation for Joint Optic Disc and Cup Segmentation","created":"2023-04-10","cited_by_count":6,"area":null},{"id":"2308.08696","title":"Improving Anomaly Segmentation with Multi-Granularity Cross-Domain Alignment","created":"2023-08-16","cited_by_count":6,"area":null},{"id":"2201.10647","title":"Unsupervised Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation via Semi-supervised Learning and Label Fusion","created":"2022-01-25","cited_by_count":5,"area":null},{"id":"2202.06484","title":"D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic Segmentation","created":"2022-02-14","cited_by_count":5,"area":null},{"id":"2211.11870","title":"LoopDA: Constructing Self-loops to Adapt Nighttime Semantic Segmentation","created":"2022-11-21","cited_by_count":5,"area":null},{"id":"2301.07354","title":"MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation","created":"2023-01-18","cited_by_count":5,"area":null},{"id":"2308.11880","title":"SUMMIT: Source-Free Adaptation of Uni-Modal Models to Multi-Modal Targets","created":"2023-08-23","cited_by_count":5,"area":null},{"id":"2409.17836","title":"Language Models as Zero-shot Lossless Gradient Compressors: Towards General Neural Parameter Prior Models","created":"2024-09-26","cited_by_count":5,"area":null},{"id":"2111.15300","title":"TridentAdapt: Learning Domain-invariance via Source-Target Confrontation and Self-induced Cross-domain Augmentation","created":"2021-11-30","cited_by_count":3,"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":"2211.16988","title":"QuadFormer: Quadruple Transformer for Unsupervised Domain Adaptation in Power Line Segmentation of Aerial Images","created":"2022-11-29","cited_by_count":3,"area":null},{"id":"2212.00920","title":"Geometry-Aware Network for Domain Adaptive Semantic Segmentation","created":"2022-12-02","cited_by_count":3,"area":null},{"id":"2212.04227","title":"Self-training via Metric Learning for Source-Free Domain Adaptation of Semantic Segmentation","created":"2022-12-08","cited_by_count":3,"area":null},{"id":"2103.12371","title":"Unsupervised domain adaptation via coarse-to-fine feature alignment method using contrastive learning","created":"2021-03-23","cited_by_count":2,"area":null},{"id":"2110.01777","title":"MetaPix: Domain Transfer for Semantic Segmentation by Meta Pixel Weighting","created":"2021-10-05","cited_by_count":2,"area":null},{"id":"2206.00181","title":"Labeling Where Adapting Fails: Cross-Domain Semantic Segmentation with Point Supervision via Active Selection","created":"2022-06-01","cited_by_count":2,"area":null},{"id":"2206.09683","title":"Distribution Regularized Self-Supervised Learning for Domain Adaptation of Semantic Segmentation","created":"2022-06-20","cited_by_count":2,"area":null},{"id":"2207.09613","title":"Exploiting Domain Transferability for Collaborative Inter-level Domain Adaptive Object Detection","created":"2022-07-20","cited_by_count":2,"area":null},{"id":"2208.06087","title":"Domain-invariant Prototypes for Semantic Segmentation","created":"2022-08-12","cited_by_count":2,"area":null},{"id":"2301.11310","title":"Learning Good Features to Transfer Across Tasks and Domains","created":"2023-01-26","cited_by_count":2,"area":null},{"id":"2106.13227","title":"AutoAdapt: Automated Segmentation Network Search for Unsupervised Domain Adaptation","created":"2021-06-24","cited_by_count":1,"area":null},{"id":"2106.16000","title":"Mutual-GAN: Towards Unsupervised Cross-Weather Adaptation with Mutual Information Constraint","created":"2021-06-30","cited_by_count":1,"area":null},{"id":"2107.02673","title":"Attention-based Adversarial Appearance Learning of Augmented Pedestrians","created":"2021-07-06","cited_by_count":1,"area":null},{"id":"2107.14285","title":"ADeLA: Automatic Dense Labeling with Attention for Viewpoint Adaptation in Semantic Segmentation","created":"2021-07-29","cited_by_count":1,"area":null},{"id":"2112.13538","title":"Meta-Learned Feature Critics for Domain Generalized Semantic Segmentation","created":"2021-12-27","cited_by_count":1,"area":null},{"id":"2202.07778","title":"Beyond Deterministic Translation for Unsupervised Domain Adaptation","created":"2022-02-15","cited_by_count":1,"area":null},{"id":"2202.13144","title":"DGSS : Domain Generalized Semantic Segmentation using Iterative Style Mining and Latent Representation Alignment","created":"2022-02-26","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":"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":"2212.00059","title":"Single Slice Thigh CT Muscle Group Segmentation with Domain Adaptation and Self-Training","created":"2022-11-30","cited_by_count":1,"area":null},{"id":"2309.15625","title":"Leveraging Topology for Domain Adaptive Road Segmentation in Satellite and Aerial Imagery","created":"2023-09-27","cited_by_count":1,"area":null},{"id":"2312.09595","title":"Density Matters: Improved Core-set for Active Domain Adaptive Segmentation","created":"2023-12-15","cited_by_count":1,"area":null},{"id":"2405.11708","title":"Adaptive Batch Normalization Networks for Adversarial Robustness","created":"2024-05-20","cited_by_count":1,"area":null},{"id":"2505.21920","title":"InfoSAM: Fine-Tuning the Segment Anything Model from An Information-Theoretic Perspective","created":"2025-05-28","cited_by_count":1,"area":null},{"id":"2110.11662","title":"Reimagine BiSeNet for Real-Time Domain Adaptation in Semantic Segmentation","created":"2021-10-22","cited_by_count":0,"area":null}],"next_cursor":"100"}