{"total":117,"rows":[{"id":"2103.02503","title":"Domain Generalization: A Survey","created":"2021-03-03","cited_by_count":764,"area":null},{"id":"2102.11436","title":"Model-Based Domain Generalization","created":"2021-02-23","cited_by_count":104,"area":null},{"id":"2207.09944","title":"Probable Domain Generalization via Quantile Risk Minimization","created":"2022-07-20","cited_by_count":66,"area":null},{"id":"2201.08657","title":"Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation","created":"2022-01-21","cited_by_count":51,"area":null},{"id":"2310.08598","title":"Domain Generalization for Medical Image Analysis: A Review","created":"2023-10-05","cited_by_count":48,"area":null},{"id":"2102.03924","title":"Domain Adversarial Neural Networks for Domain Generalization: When It Works and How to Improve","created":"2021-02-07","cited_by_count":46,"area":null},{"id":"2110.15767","title":"Adversarial Robustness with Semi-Infinite Constrained Learning","created":"2021-10-29","cited_by_count":39,"area":null},{"id":"2204.08381","title":"Multiple-environment Self-adaptive Network for Aerial-view Geo-localization","created":"2022-04-18","cited_by_count":37,"area":null},{"id":"2106.13292","title":"Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation","created":"2021-06-24","cited_by_count":36,"area":null},{"id":"2302.09251","title":"StyLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-based Domain Generalization","created":"2023-02-18","cited_by_count":36,"area":null},{"id":"2303.13845","title":"Anomaly Detection under Distribution Shift","created":"2023-03-24","cited_by_count":35,"area":null},{"id":"2310.11320","title":"Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation","created":"2023-10-17","cited_by_count":35,"area":null},{"id":"2106.03171","title":"Feature-based Style Randomization for Domain Generalization","created":"2021-06-06","cited_by_count":34,"area":null},{"id":"2304.00424","title":"Progressive Random Convolutions for Single Domain Generalization","created":"2023-04-02","cited_by_count":34,"area":null},{"id":"2112.02300","title":"Unsupervised Domain Generalization by Learning a Bridge Across Domains","created":"2021-12-04","cited_by_count":33,"area":null},{"id":"2109.05676","title":"Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation","created":"2021-09-13","cited_by_count":30,"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":"2301.08834","title":"ManyDG: Many-domain Generalization for Healthcare Applications","created":"2023-01-21","cited_by_count":23,"area":null},{"id":"2404.00710","title":"Unknown Prompt, the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization","created":"2024-03-31","cited_by_count":20,"area":null},{"id":"2103.12857","title":"Embracing the Disharmony in Medical Imaging: A Simple and Effective Framework for Domain Adaptation","created":"2021-03-23","cited_by_count":19,"area":null},{"id":"2407.08813","title":"FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification","created":"2024-07-11","cited_by_count":19,"area":null},{"id":"2109.05826","title":"Variational Disentanglement for Domain Generalization","created":"2021-09-13","cited_by_count":18,"area":null},{"id":"2109.09818","title":"Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification","created":"2021-09-20","cited_by_count":18,"area":null},{"id":"2110.00726","title":"Domain-Specific Bias Filtering for Single Labeled Domain Generalization","created":"2021-10-02","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":"2110.06736","title":"Collaborative Semantic Aggregation and Calibration for Federated Domain Generalization","created":"2021-10-13","cited_by_count":16,"area":null},{"id":"2303.12484","title":"Label-Efficient Deep Learning in Medical Image Analysis: Challenges and Future Directions","created":"2023-03-22","cited_by_count":16,"area":null},{"id":"2302.14309","title":"Temporal Coherent Test-Time Optimization for Robust Video Classification","created":"2023-02-28","cited_by_count":15,"area":null},{"id":"2111.13656","title":"Towards Low-Cost and Efficient Malaria Detection","created":"2021-11-26","cited_by_count":12,"area":null},{"id":"2409.17555","title":"Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler","created":"2024-09-26","cited_by_count":12,"area":null},{"id":"2206.14538","title":"vMFNet: Compositionality Meets Domain-generalised Segmentation","created":"2022-06-29","cited_by_count":11,"area":null},{"id":"2208.10004","title":"A diverse large-scale building dataset and a novel plug-and-play domain generalization method for building extraction","created":"2022-08-22","cited_by_count":10,"area":null},{"id":"2212.09950","title":"Domain Generalization with Correlated Style Uncertainty","created":"2022-12-20","cited_by_count":10,"area":null},{"id":"2303.15698","title":"TFS-ViT: Token-Level Feature Stylization for Domain Generalization","created":"2023-03-28","cited_by_count":10,"area":null},{"id":"2309.16460","title":"Diverse Target and Contribution Scheduling for Domain Generalization","created":"2023-09-28","cited_by_count":10,"area":null},{"id":"2308.14212","title":"Exploring the Transfer Learning Capabilities of CLIP in Domain Generalization for Diabetic Retinopathy","created":"2023-08-27","cited_by_count":9,"area":null},{"id":"2402.05035","title":"A Survey on Domain Generalization for Medical Image Analysis","created":"2024-02-07","cited_by_count":9,"area":null},{"id":"2402.09604","title":"Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time Adaptation","created":"2024-02-14","cited_by_count":9,"area":null},{"id":"2507.03304","title":"Bridging Domain Generalization to Multimodal Domain Generalization via Unified Representations","created":"2025-07-04","cited_by_count":9,"area":null},{"id":"2105.08511","title":"Privacy-Preserving Constrained Domain Generalization via Gradient Alignment","created":"2021-05-14","cited_by_count":8,"area":null},{"id":"2207.03132","title":"Style Interleaved Learning for Generalizable Person Re-identification","created":"2022-07-07","cited_by_count":8,"area":null},{"id":"2211.04393","title":"Normalization Perturbation: A Simple Domain Generalization Method for Real-World Domain Shifts","created":"2022-11-08","cited_by_count":8,"area":null},{"id":"2307.00648","title":"Intra- & Extra-Source Exemplar-Based Style Synthesis for Improved Domain Generalization","created":"2023-07-02","cited_by_count":8,"area":null},{"id":"2403.12167","title":"A Systematic Review of Generalization Research in Medical Image Classification","created":"2024-03-18","cited_by_count":8,"area":null},{"id":"2110.01438","title":"Instrumental Variable-Driven Domain Generalization with Unobserved Confounders","created":"2021-10-04","cited_by_count":7,"area":null},{"id":"2310.17255","title":"Generalizing to Unseen Domains in Diabetic Retinopathy Classification","created":"2023-10-26","cited_by_count":7,"area":null},{"id":"2405.08586","title":"Cross-Domain Feature Augmentation for Domain Generalization","created":"2024-05-14","cited_by_count":7,"area":null},{"id":"2106.04923","title":"Learning Domain Invariant Representations by Joint Wasserstein Distance Minimization","created":"2021-06-09","cited_by_count":6,"area":null},{"id":"2304.03550","title":"Hierarchical Disentanglement-Alignment Network for Robust SAR Vehicle Recognition","created":"2023-04-07","cited_by_count":6,"area":null},{"id":"2402.06150","title":"Domain Generalization with Small Data","created":"2024-02-09","cited_by_count":6,"area":null},{"id":"2408.13126","title":"CathAction: A Benchmark for Endovascular Intervention Understanding","created":"2024-08-23","cited_by_count":6,"area":null},{"id":"2410.01591","title":"Imaging foundation model for universal enhancement of non-ideal measurement CT","created":"2024-10-02","cited_by_count":6,"area":null},{"id":"2410.16146","title":"Towards Combating Frequency Simplicity-biased Learning for Domain Generalization","created":"2024-10-21","cited_by_count":6,"area":null},{"id":"2410.20406","title":"Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis","created":"2024-10-27","cited_by_count":6,"area":null},{"id":"2412.18342","title":"Mitigating Label Noise using Prompt-Based Hyperbolic Meta-Learning in Open-Set Domain Generalization","created":"2024-12-24","cited_by_count":6,"area":null},{"id":"2203.05294","title":"Domain Generalisation for Object Detection under Covariate and Concept Shift","created":"2022-03-10","cited_by_count":5,"area":null},{"id":"2309.15493","title":"CauDR: A Causality-inspired Domain Generalization Framework for Fundus-based Diabetic Retinopathy Grading","created":"2023-09-27","cited_by_count":5,"area":null},{"id":"2401.05752","title":"Learning Generalizable Models via Disentangling Spurious and Enhancing Potential Correlations","created":"2024-01-11","cited_by_count":5,"area":null},{"id":"2411.05824","title":"Navigating Distribution Shifts in Medical Image Analysis: A Survey","created":"2024-11-05","cited_by_count":5,"area":null},{"id":"2504.02008","title":"Test-time Adaptation for Foundation Medical Segmentation Model without Parametric Updates","created":"2025-04-02","cited_by_count":5,"area":null},{"id":"2103.03703","title":"Semi-Supervised Federated Peer Learning for Skin Lesion Classification","created":"2021-03-05","cited_by_count":4,"area":null},{"id":"2404.07514","title":"Generalization Gap in Data Augmentation: Insights from Illumination","created":"2024-04-11","cited_by_count":4,"area":null},{"id":"2507.14935","title":"Open-set Cross Modal Generalization via Multimodal Unified Representation","created":"2025-07-20","cited_by_count":4,"area":null},{"id":"2307.04033","title":"Probabilistic Test-Time Generalization by Variational Neighbor-Labeling","created":"2023-07-08","cited_by_count":3,"area":null},{"id":"2411.19534","title":"QUOTA: Quantifying Objects with Text-to-Image Models for Any Domain","created":"2024-11-29","cited_by_count":3,"area":null},{"id":"2412.15601","title":"Gaze Label Alignment: Alleviating Domain Shift for Gaze Estimation","created":"2024-12-20","cited_by_count":3,"area":null},{"id":"2506.06977","title":"Discovering Hierarchy-Grounded Domains with Adaptive Granularity for Clinical Domain Generalization","created":"2025-06-08","cited_by_count":3,"area":null},{"id":"2508.11032","title":"MedSAMix: A Training-Free Model Merging Approach for Medical Image Segmentation","created":"2025-08-14","cited_by_count":3,"area":null},{"id":"2205.11197","title":"Feature-Distribution Perturbation and Calibration for Generalized Person ReID","created":"2022-05-23","cited_by_count":2,"area":null},{"id":"2306.07783","title":"Compositionally Equivariant Representation Learning","created":"2023-06-13","cited_by_count":2,"area":null},{"id":"2306.10805","title":"Experts' cognition-driven ensemble deep learning for external validation of predicting pathological complete response to neoadjuvant chemotherapy from histological images in breast cancer","created":"2023-06-19","cited_by_count":2,"area":null},{"id":"2310.15402","title":"Towards contrast-agnostic soft segmentation of the spinal cord","created":"2023-10-23","cited_by_count":2,"area":null},{"id":"2410.07717","title":"On the Generalization Properties of Deep Learning for Aircraft Fuel Flow Estimation Models","created":"2024-10-10","cited_by_count":2,"area":null},{"id":"2412.19124","title":"Evaluating Self-Supervised Learning in Medical Imaging: A Benchmark for Robustness, Generalizability, and Multi-Domain Impact","created":"2024-12-26","cited_by_count":2,"area":null},{"id":"2501.07378","title":"FedSemiDG: Domain Generalized Federated Semi-supervised Medical Image Segmentation","created":"2025-01-13","cited_by_count":2,"area":null},{"id":"2108.03823","title":"Towards to Robust and Generalized Medical Image Segmentation Framework","created":"2021-08-09","cited_by_count":1,"area":null},{"id":"2202.05199","title":"A Human-Centered Machine-Learning Approach for Muscle-Tendon Junction Tracking in Ultrasound Images","created":"2022-02-10","cited_by_count":1,"area":null},{"id":"2209.15451","title":"Semi-Supervised Domain Generalization for Cardiac Magnetic Resonance Image Segmentation with High Quality Pseudo Labels","created":"2022-09-30","cited_by_count":1,"area":null},{"id":"2210.04155","title":"Constrained Maximum Cross-Domain Likelihood for Domain Generalization","created":"2022-10-09","cited_by_count":1,"area":null},{"id":"2310.03007","title":"Towards Domain-Specific Features Disentanglement for Domain Generalization","created":"2023-10-04","cited_by_count":1,"area":null},{"id":"2310.16277","title":"Bayesian Domain Invariant Learning via Posterior Generalization of Parameter Distributions","created":"2023-10-25","cited_by_count":1,"area":null},{"id":"2311.13928","title":"Parameter Exchange for Robust Dynamic Domain Generalization","created":"2023-11-23","cited_by_count":1,"area":null},{"id":"2403.09400","title":"ConDiSR: Contrastive Disentanglement and Style Regularization for Single Domain Generalization","created":"2024-03-14","cited_by_count":1,"area":null},{"id":"2407.07763","title":"S&D Messenger: Exchanging Semantic and Domain Knowledge for Generic Semi-Supervised Medical Image Segmentation","created":"2024-07-10","cited_by_count":1,"area":null},{"id":"2412.07226","title":"Attention Head Purification: A New Perspective to Harness CLIP for Domain Generalization","created":"2024-12-10","cited_by_count":1,"area":null},{"id":"2506.08240","title":"Dealing with the Evil Twins: Improving Random Augmentation by Addressing Catastrophic Forgetting of Diverse Augmentations","created":"2025-06-09","cited_by_count":1,"area":null},{"id":"2507.09961","title":"Text-Driven Causal Representation Learning for Source-Free Domain Generalization","created":"2025-07-14","cited_by_count":1,"area":null},{"id":"2509.02918","title":"Single Domain Generalization in Diabetic Retinopathy: A Neuro-Symbolic Learning Approach","created":"2025-09-03","cited_by_count":1,"area":null},{"id":"2510.12687","title":"EReLiFM: Evidential Reliability-Aware Residual Flow Meta-Learning for Open-Set Domain Generalization under Noisy Labels","created":"2025-10-14","cited_by_count":1,"area":null},{"id":"2606.01698","title":"Learning Label-Efficient Interpretable Medical Image Diagnosis via Semi-supervised Hypergraph Concept Bottleneck Model","created":"2026-06-01","cited_by_count":1,"area":null},{"id":"2210.16034","title":"A Survey on Causal Representation Learning and Future Work for Medical Image Analysis","created":"2022-10-28","cited_by_count":0,"area":null},{"id":"2211.03894","title":"visClust: A visual clustering algorithm based on orthogonal projections","created":"2022-11-07","cited_by_count":0,"area":null},{"id":"2211.09480","title":"ArcAid: Analysis of Archaeological Artifacts using Drawings","created":"2022-11-17","cited_by_count":0,"area":null},{"id":"2211.14594","title":"Direct-Effect Risk Minimization for Domain Generalization","created":"2022-11-26","cited_by_count":0,"area":null},{"id":"2306.09177","title":"Dis-AE: Multi-domain & Multi-task Generalisation on Real-World Clinical Data","created":"2023-06-15","cited_by_count":0,"area":null},{"id":"2307.00240","title":"VesselMorph: Domain-Generalized Retinal Vessel Segmentation via Shape-Aware Representation","created":"2023-07-01","cited_by_count":0,"area":null},{"id":"2307.05889","title":"Rethinking Mitosis Detection: Towards Diverse Data and Feature Representation","created":"2023-07-12","cited_by_count":0,"area":null},{"id":"2404.02738","title":"Adaptive Affinity-Based Generalization For MRI Imaging Segmentation Across Resource-Limited Settings","created":"2024-04-03","cited_by_count":0,"area":null},{"id":"2408.09395","title":"OU-CoViT: Copula-Enhanced Bi-Channel Multi-Task Vision Transformers with Dual Adaptation for OU-UWF Images","created":"2024-08-18","cited_by_count":0,"area":null},{"id":"2408.17363","title":"Look, Learn and Leverage (L$^3$): Mitigating Visual-Domain Shift and Discovering Intrinsic Relations via Symbolic Alignment","created":"2024-08-30","cited_by_count":0,"area":null}],"next_cursor":"100"}