{"total":295,"rows":[{"id":"2111.14887","title":"DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation","created":"2021-11-29","cited_by_count":300,"area":null},{"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":"2110.08733","title":"LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation","created":"2021-10-17","cited_by_count":261,"area":null},{"id":"2103.02370","title":"FSDR: Frequency Space Domain Randomization for Domain Generalization","created":"2021-03-03","cited_by_count":164,"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":"2112.00463","title":"The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by Normalization","created":"2021-12-01","cited_by_count":131,"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":"2204.08808","title":"SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation","created":"2022-04-19","cited_by_count":87,"area":null},{"id":"2210.10732","title":"OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping","created":"2022-10-19","cited_by_count":82,"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":"2105.08128","title":"PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training","created":"2021-05-17","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":"2204.00822","title":"Semantic-Aware Domain Generalized Segmentation","created":"2022-04-02","cited_by_count":79,"area":null},{"id":"2107.11279","title":"Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline Investigation","created":"2021-07-23","cited_by_count":78,"area":null},{"id":"2104.01845","title":"Unsupervised Multi-source Domain Adaptation Without Access to Source Data","created":"2021-04-05","cited_by_count":76,"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":"2207.04892","title":"Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation","created":"2022-07-11","cited_by_count":70,"area":null},{"id":"2104.09415","title":"Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation","created":"2021-04-19","cited_by_count":67,"area":null},{"id":"2106.04151","title":"Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation","created":"2021-06-08","cited_by_count":67,"area":null},{"id":"2106.02885","title":"Category Contrast for Unsupervised Domain Adaptation in Visual Tasks","created":"2021-06-05","cited_by_count":65,"area":null},{"id":"2210.08451","title":"Bridging the Domain Gap for Multi-Agent Perception","created":"2022-10-16","cited_by_count":60,"area":null},{"id":"2302.03133","title":"Domain Adaptation for Time Series Under Feature and Label Shifts","created":"2023-02-06","cited_by_count":60,"area":null},{"id":"2108.02376","title":"Global and Local Texture Randomization for Synthetic-to-Real Semantic Segmentation","created":"2021-08-05","cited_by_count":57,"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":"2103.05687","title":"Capturing Omni-Range Context for Omnidirectional Segmentation","created":"2021-03-09","cited_by_count":50,"area":null},{"id":"2204.03609","title":"Pin the Memory: Learning to Generalize Semantic Segmentation","created":"2022-04-07","cited_by_count":49,"area":null},{"id":"2106.02874","title":"RDA: Robust Domain Adaptation via Fourier Adversarial Attacking","created":"2021-06-05","cited_by_count":48,"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":"2107.14724","title":"Sparse-to-dense Feature Matching: Intra and Inter domain Cross-modal Learning in Domain Adaptation for 3D Semantic Segmentation","created":"2021-07-30","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":"2103.04717","title":"Multi-Source Domain Adaptation with Collaborative Learning for Semantic Segmentation","created":"2021-03-08","cited_by_count":44,"area":null},{"id":"2103.05254","title":"MetaCorrection: Domain-aware Meta Loss Correction for Unsupervised Domain Adaptation in Semantic Segmentation","created":"2021-03-09","cited_by_count":43,"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":"2106.03422","title":"Source-Free Open Compound Domain Adaptation in Semantic Segmentation","created":"2021-06-07","cited_by_count":43,"area":null},{"id":"2103.02584","title":"Cross-View Regularization for Domain Adaptive Panoptic Segmentation","created":"2021-03-03","cited_by_count":41,"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":"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":"2501.06019","title":"BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response","created":"2025-01-10","cited_by_count":41,"area":null},{"id":"2106.06112","title":"Spectral Unsupervised Domain Adaptation for Visual Recognition","created":"2021-06-11","cited_by_count":40,"area":null},{"id":"2207.06654","title":"Prototypical Contrast Adaptation for Domain Adaptive Semantic Segmentation","created":"2022-07-14","cited_by_count":40,"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":"2203.15345","title":"Task-specific Inconsistency Alignment for Domain Adaptive Object Detection","created":"2022-03-29","cited_by_count":38,"area":null},{"id":"2308.05493","title":"Look at the Neighbor: Distortion-aware Unsupervised Domain Adaptation for Panoramic Semantic Segmentation","created":"2023-08-10","cited_by_count":38,"area":null},{"id":"2204.04516","title":"Uncertainty-Informed Deep Learning Models Enable High-Confidence Predictions for Digital Histopathology","created":"2022-04-09","cited_by_count":37,"area":null},{"id":"2103.13041","title":"Coarse-to-Fine Domain Adaptive Semantic Segmentation with Photometric Alignment and Category-Center Regularization","created":"2021-03-24","cited_by_count":36,"area":null},{"id":"2104.14235","title":"Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety","created":"2021-04-29","cited_by_count":35,"area":null},{"id":"2210.02326","title":"Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning","created":"2022-10-05","cited_by_count":35,"area":null},{"id":"2303.18080","title":"One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models","created":"2023-03-31","cited_by_count":35,"area":"diffusion"},{"id":"2106.03171","title":"Feature-based Style Randomization for Domain Generalization","created":"2021-06-06","cited_by_count":34,"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":"2312.09788","title":"Collaborating Foundation Models for Domain Generalized Semantic Segmentation","created":"2023-12-15","cited_by_count":34,"area":null},{"id":"2403.12505","title":"Semantics, Distortion, and Style Matter: Towards Source-free UDA for Panoramic Segmentation","created":"2024-03-19","cited_by_count":34,"area":null},{"id":"2103.16694","title":"Geometric Unsupervised Domain Adaptation for Semantic Segmentation","created":"2021-03-30","cited_by_count":33,"area":null},{"id":"2108.05570","title":"LabOR: Labeling Only if Required for Domain Adaptive Semantic Segmentation","created":"2021-08-12","cited_by_count":33,"area":null},{"id":"2105.07830","title":"Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation","created":"2021-05-17","cited_by_count":32,"area":null},{"id":"2108.03267","title":"BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene Segmentation","created":"2021-08-06","cited_by_count":31,"area":null},{"id":"2204.01587","title":"FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation","created":"2022-04-04","cited_by_count":31,"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":"2209.00727","title":"Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery","created":"2022-09-01","cited_by_count":31,"area":null},{"id":"2209.07695","title":"Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation","created":"2022-09-16","cited_by_count":31,"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":"2404.16501","title":"360SFUDA++: Towards Source-free UDA for Panoramic Segmentation by Learning Reliable Category Prototypes","created":"2024-04-25","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":"2308.12350","title":"Diffusion-based Image Translation with Label Guidance for Domain Adaptive Semantic Segmentation","created":"2023-08-23","cited_by_count":27,"area":"diffusion"},{"id":"2108.06337","title":"Dual Path Learning for Domain Adaptation of Semantic Segmentation","created":"2021-08-13","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":"2109.14196","title":"WEDGE: Web-Image Assisted Domain Generalization for Semantic Segmentation","created":"2021-09-29","cited_by_count":25,"area":null},{"id":"2209.10904","title":"AcroFOD: An Adaptive Method for Cross-domain Few-shot Object Detection","created":"2022-09-22","cited_by_count":25,"area":null},{"id":"2110.04111","title":"Discover, Hallucinate, and Adapt: Open Compound Domain Adaptation for Semantic Segmentation","created":"2021-10-08","cited_by_count":24,"area":null},{"id":"2202.08045","title":"Learning to Generalize across Domains on Single Test Samples","created":"2022-02-16","cited_by_count":24,"area":null},{"id":"2305.02279","title":"Learngene: Inheriting Condensed Knowledge from the Ancestry Model to Descendant Models","created":"2023-05-03","cited_by_count":24,"area":null},{"id":"2112.05006","title":"Exploring Event-driven Dynamic Context for Accident Scene Segmentation","created":"2021-12-09","cited_by_count":23,"area":null},{"id":"2207.09988","title":"DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation","created":"2022-07-20","cited_by_count":23,"area":null},{"id":"2201.06889","title":"Boosting Robustness of Image Matting with Context Assembling and Strong Data Augmentation","created":"2022-01-18","cited_by_count":22,"area":null},{"id":"2104.01286","title":"Instance Level Affinity-Based Transfer for Unsupervised Domain Adaptation","created":"2021-04-03","cited_by_count":21,"area":null},{"id":"2104.13395","title":"ACDC: The Adverse Conditions Dataset with Correspondences for Robust Semantic Driving Scene Perception","created":"2021-04-27","cited_by_count":21,"area":null},{"id":"2107.11004","title":"Domain Adaptive Video Segmentation via Temporal Consistency Regularization","created":"2021-07-23","cited_by_count":21,"area":null},{"id":"2204.05538","title":"NightLab: A Dual-level Architecture with Hardness Detection for Segmentation at Night","created":"2022-04-12","cited_by_count":21,"area":null},{"id":"2310.14277","title":"A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application","created":"2023-10-22","cited_by_count":21,"area":null},{"id":"2103.08454","title":"Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation","created":"2021-03-15","cited_by_count":20,"area":null},{"id":"2105.10843","title":"Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation","created":"2021-05-23","cited_by_count":20,"area":null},{"id":"2112.04137","title":"Pareto Domain Adaptation","created":"2021-12-08","cited_by_count":20,"area":null},{"id":"2203.07737","title":"An Annotation-free Restoration Network for Cataractous Fundus Images","created":"2022-03-15","cited_by_count":20,"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":"2203.08586","title":"Deep vanishing point detection: Geometric priors make dataset variations vanish","created":"2022-03-16","cited_by_count":18,"area":null},{"id":"2410.22817","title":"Epipolar-Free 3D Gaussian Splatting for Generalizable Novel View Synthesis","created":"2024-10-30","cited_by_count":18,"area":null},{"id":"2210.10175","title":"Intra-Source Style Augmentation for Improved Domain Generalization","created":"2022-10-18","cited_by_count":17,"area":null},{"id":"2303.15443","title":"GeoNet: Benchmarking Unsupervised Adaptation across Geographies","created":"2023-03-27","cited_by_count":17,"area":null},{"id":"2304.14291","title":"EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation","created":"2023-04-27","cited_by_count":17,"area":null},{"id":"2309.11839","title":"MoPA: Multi-Modal Prior Aided Domain Adaptation for 3D Semantic Segmentation","created":"2023-09-21","cited_by_count":17,"area":null}],"next_cursor":"100"}