{"total":62,"rows":[{"id":"2105.11120","title":"A Fourier-based Framework for Domain Generalization","created":"2021-05-24","cited_by_count":290,"area":null},{"id":"2103.06030","title":"FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space","created":"2021-03-10","cited_by_count":287,"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":"2108.11249","title":"Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation","created":"2021-08-25","cited_by_count":81,"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":"2308.03033","title":"FourLLIE: Boosting Low-Light Image Enhancement by Fourier Frequency Information","created":"2023-08-06","cited_by_count":64,"area":null},{"id":"2106.06112","title":"Spectral Unsupervised Domain Adaptation for Visual Recognition","created":"2021-06-11","cited_by_count":40,"area":null},{"id":"2212.00979","title":"PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain Generalization","created":"2022-12-02","cited_by_count":39,"area":null},{"id":"2204.13091","title":"Attention Consistency on Visual Corruptions for Single-Source Domain Generalization","created":"2022-04-27","cited_by_count":37,"area":null},{"id":"2207.12020","title":"Domain-invariant Feature Exploration for Domain Generalization","created":"2022-07-25","cited_by_count":34,"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":"2207.10015","title":"Generative Domain Adaptation for Face Anti-Spoofing","created":"2022-07-20","cited_by_count":33,"area":null},{"id":"2104.11056","title":"Domain Adaptation for Semantic Segmentation via Patch-Wise Contrastive Learning","created":"2021-04-22","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":"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":"2103.16291","title":"Leveraging Self-Supervision for Cross-Domain Crowd Counting","created":"2021-03-30","cited_by_count":24,"area":null},{"id":"2203.03238","title":"Semantic Segmentation in Art Paintings","created":"2022-03-07","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":"2201.08029","title":"Domain Generalization via Frequency-domain-based Feature Disentanglement and Interaction","created":"2022-01-20","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":"2105.10843","title":"Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation","created":"2021-05-23","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":"2112.00659","title":"Certified Adversarial Defenses Meet Out-of-Distribution Corruptions: Benchmarking Robustness and Simple Baselines","created":"2021-12-01","cited_by_count":17,"area":null},{"id":"2207.10892","title":"Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation","created":"2022-07-22","cited_by_count":14,"area":null},{"id":"2107.10140","title":"AUGCO: Augmentation Consistency-guided Self-training for Source-free Domain Adaptive Semantic Segmentation","created":"2021-07-21","cited_by_count":11,"area":null},{"id":"2108.12867","title":"Partial Domain Adaptation without Domain Alignment","created":"2021-08-29","cited_by_count":11,"area":null},{"id":"2306.09098","title":"Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic Segmentation","created":"2023-06-15","cited_by_count":11,"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":"2403.11689","title":"MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image Segmentation","created":"2024-03-18","cited_by_count":9,"area":null},{"id":"2202.04287","title":"Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation","created":"2022-02-09","cited_by_count":7,"area":null},{"id":"2306.03511","title":"Curriculum-Based Augmented Fourier Domain Adaptation for Robust Medical Image Segmentation","created":"2023-06-06","cited_by_count":7,"area":null},{"id":"2307.02798","title":"Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangled Contrastive Learning","created":"2023-07-06","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":"2204.08399","title":"Unsupervised Contrastive Domain Adaptation for Semantic Segmentation","created":"2022-04-18","cited_by_count":6,"area":null},{"id":"2209.08097","title":"Noise transfer for unsupervised domain adaptation of retinal OCT images","created":"2022-09-16","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":"2405.09083","title":"RSHazeDiff: A Unified Fourier-aware Diffusion Model for Remote Sensing Image Dehazing","created":"2024-05-15","cited_by_count":6,"area":"diffusion"},{"id":"2208.00474","title":"Feather-Light Fourier Domain Adaptation in Magnetic Resonance Imaging","created":"2022-07-31","cited_by_count":5,"area":null},{"id":"2208.14635","title":"Segmentation-guided Domain Adaptation and Data Harmonization of Multi-device Retinal Optical Coherence Tomography using Cycle-Consistent Generative Adversarial Networks","created":"2022-08-31","cited_by_count":5,"area":null},{"id":"2111.14362","title":"Unsupervised Image Denoising with Frequency Domain Knowledge","created":"2021-11-29","cited_by_count":4,"area":null},{"id":"2311.18661","title":"Learning Part Segmentation from Synthetic Animals","created":"2023-11-30","cited_by_count":4,"area":null},{"id":"2107.13087","title":"DCL: Differential Contrastive Learning for Geometry-Aware Depth Synthesis","created":"2021-07-27","cited_by_count":3,"area":null},{"id":"2111.03522","title":"Semantically Consistent Image-to-Image Translation for Unsupervised Domain Adaptation","created":"2021-11-05","cited_by_count":2,"area":null},{"id":"2112.08605","title":"Frequency Spectrum Augmentation Consistency for Domain Adaptive Object Detection","created":"2021-12-16","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":"2304.05675","title":"Semantic-Aware Mixup for Domain Generalization","created":"2023-04-12","cited_by_count":2,"area":null},{"id":"2308.06762","title":"Tissue Segmentation of Thick-Slice Fetal Brain MR Scans with Guidance from High-Quality Isotropic Volumes","created":"2023-08-13","cited_by_count":2,"area":null},{"id":"2309.13188","title":"Masked Discriminators for Content-Consistent Unpaired Image-to-Image Translation","created":"2023-09-22","cited_by_count":2,"area":null},{"id":"2409.15650","title":"ImPoster: Text and Frequency Guidance for Subject Driven Action Personalization using Diffusion Models","created":"2024-09-24","cited_by_count":2,"area":"diffusion"},{"id":"2504.13393","title":"BeetleVerse: A Study on Taxonomic Classification of Ground Beetles","created":"2025-04-18","cited_by_count":2,"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":"2202.07778","title":"Beyond Deterministic Translation for Unsupervised Domain Adaptation","created":"2022-02-15","cited_by_count":1,"area":null},{"id":"2408.07944","title":"Training Spatial-Frequency Visual Prompts and Probabilistic Clusters for Accurate Black-Box Transfer Learning","created":"2024-08-15","cited_by_count":1,"area":null},{"id":"2409.16600","title":"FAFA: Frequency-Aware Flow-Aided Self-Supervision for Underwater Object Pose Estimation","created":"2024-09-25","cited_by_count":1,"area":null},{"id":"2505.12317","title":"Improving Out-of-Domain Robustness with Targeted Augmentation in Frequency and Pixel Spaces","created":"2025-05-18","cited_by_count":1,"area":null},{"id":"2505.24026","title":"MaskAdapt: Unsupervised Geometry-Aware Domain Adaptation Using Multimodal Contextual Learning and RGB-Depth Masking","created":"2025-05-29","cited_by_count":1,"area":null},{"id":"2306.01449","title":"SASMU: boost the performance of generalized recognition model using synthetic face dataset","created":"2023-06-02","cited_by_count":0,"area":null},{"id":"2401.01035","title":"Online Continual Domain Adaptation for Semantic Image Segmentation Using Internal Representations","created":"2024-01-02","cited_by_count":0,"area":null},{"id":"2412.02280","title":"AH-OCDA: Amplitude-based Curriculum Learning and Hopfield Segmentation Model for Open Compound Domain Adaptation","created":"2024-12-03","cited_by_count":0,"area":null},{"id":"2511.11286","title":"D-GAP: Improving Out-of-Domain Robustness via Dataset-Agnostic and Gradient-Guided Augmentation in Frequency and Pixel Spaces","created":"2025-11-14","cited_by_count":0,"area":null}],"next_cursor":null}