{"total":78,"rows":[{"id":"2103.03097","title":"Generalizing to Unseen Domains: A Survey on Domain Generalization","created":"2021-03-02","cited_by_count":766,"area":null},{"id":"2103.02503","title":"Domain Generalization: A Survey","created":"2021-03-03","cited_by_count":764,"area":null},{"id":"2108.13624","title":"Towards Out-Of-Distribution Generalization: A Survey","created":"2021-08-31","cited_by_count":436,"area":null},{"id":"2208.05117","title":"NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation","created":"2022-08-10","cited_by_count":151,"area":null},{"id":"2110.13771","title":"AugMax: Adversarial Composition of Random Augmentations for Robust Training","created":"2021-10-26","cited_by_count":90,"area":null},{"id":"2204.08040","title":"NICO++: Towards Better Benchmarking for Domain Generalization","created":"2022-04-17","cited_by_count":86,"area":null},{"id":"2106.01899","title":"Adversarially Adaptive Normalization for Single Domain Generalization","created":"2021-06-01","cited_by_count":85,"area":null},{"id":"2108.02667","title":"Adaptive Normalized Representation Learning for Generalizable Face Anti-Spoofing","created":"2021-08-05","cited_by_count":49,"area":null},{"id":"2310.19795","title":"SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization","created":"2023-10-30","cited_by_count":48,"area":null},{"id":"2106.02377","title":"A Survey on Deep Domain Adaptation for LiDAR Perception","created":"2021-06-04","cited_by_count":47,"area":null},{"id":"2101.00588","title":"Style Normalization and Restitution for Domain Generalization and Adaptation","created":"2021-01-03","cited_by_count":46,"area":null},{"id":"2108.08596","title":"Feature Stylization and Domain-aware Contrastive Learning for Domain Generalization","created":"2021-08-19","cited_by_count":40,"area":null},{"id":"2103.13447","title":"DRANet: Disentangling Representation and Adaptation Networks for Unsupervised Cross-Domain Adaptation","created":"2021-03-24","cited_by_count":37,"area":null},{"id":"2406.09627","title":"RobustSAM: Segment Anything Robustly on Degraded Images","created":"2024-06-13","cited_by_count":36,"area":null},{"id":"2110.10101","title":"Domain Generalization through Audio-Visual Relative Norm Alignment in First Person Action Recognition","created":"2021-10-19","cited_by_count":35,"area":null},{"id":"2104.12961","title":"Unsupervised Multi-Source Domain Adaptation for Person Re-Identification","created":"2021-04-27","cited_by_count":30,"area":null},{"id":"2103.01537","title":"Few-shot Open-set Recognition by Transformation Consistency","created":"2021-03-02","cited_by_count":29,"area":null},{"id":"2303.02328","title":"Decompose, Adjust, Compose: Effective Normalization by Playing with Frequency for Domain Generalization","created":"2023-03-04","cited_by_count":26,"area":null},{"id":"2403.00567","title":"Flatten Long-Range Loss Landscapes for Cross-Domain Few-Shot Learning","created":"2024-03-01","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":"2209.01634","title":"Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification","created":"2022-09-04","cited_by_count":25,"area":null},{"id":"2407.18568","title":"Learning Spectral-Decomposed Tokens for Domain Generalized Semantic Segmentation","created":"2024-07-26","cited_by_count":22,"area":null},{"id":"2211.14058","title":"Cross-Domain Ensemble Distillation for Domain Generalization","created":"2022-11-25","cited_by_count":21,"area":null},{"id":"2308.10297","title":"DomainAdaptor: A Novel Approach to Test-time Adaptation","created":"2023-08-20","cited_by_count":20,"area":null},{"id":"2201.05120","title":"SeamlessGAN: Self-Supervised Synthesis of Tileable Texture Maps","created":"2022-01-13","cited_by_count":19,"area":null},{"id":"2205.15234","title":"Few-Shot Adaptation of Pre-Trained Networks for Domain Shift","created":"2022-05-30","cited_by_count":16,"area":null},{"id":"2206.12513","title":"Domain Generalization with Relaxed Instance Frequency-wise Normalization for Multi-device Acoustic Scene Classification","created":"2022-06-24","cited_by_count":16,"area":null},{"id":"2306.10511","title":"Dual Adaptive Representation Alignment for Cross-domain Few-shot Learning","created":"2023-06-18","cited_by_count":15,"area":null},{"id":"2211.08639","title":"Hierarchical Dynamic Image Harmonization","created":"2022-11-16","cited_by_count":12,"area":null},{"id":"2303.08106","title":"Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues","created":"2023-03-13","cited_by_count":12,"area":null},{"id":"2306.10534","title":"Improving Generalizability of Graph Anomaly Detection Models via Data Augmentation","created":"2023-06-18","cited_by_count":11,"area":null},{"id":"2203.06811","title":"ADAS: A Direct Adaptation Strategy for Multi-Target Domain Adaptive Semantic Segmentation","created":"2022-03-14","cited_by_count":10,"area":null},{"id":"2206.13909","title":"QTI Submission to DCASE 2021: residual normalization for device-imbalanced acoustic scene classification with efficient design","created":"2022-06-28","cited_by_count":10,"area":null},{"id":"2210.17398","title":"Rethinking Generalization: The Impact of Annotation Style on Medical Image Segmentation","created":"2022-10-31","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":"2401.11453","title":"Inter-Domain Mixup for Semi-Supervised Domain Adaptation","created":"2024-01-21","cited_by_count":10,"area":null},{"id":"2307.12502","title":"Cross Contrasting Feature Perturbation for Domain Generalization","created":"2023-07-24","cited_by_count":9,"area":null},{"id":"2208.05788","title":"Semantic Self-adaptation: Enhancing Generalization with a Single Sample","created":"2022-08-10","cited_by_count":8,"area":null},{"id":"2112.04974","title":"AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach","created":"2021-12-09","cited_by_count":7,"area":null},{"id":"2203.10778","title":"Delving into the Estimation Shift of Batch Normalization in a Network","created":"2022-03-21","cited_by_count":7,"area":null},{"id":"2102.09858","title":"ISCL: Interdependent Self-Cooperative Learning for Unpaired Image Denoising","created":"2021-02-19","cited_by_count":6,"area":null},{"id":"2111.06531","title":"Domain Generalization on Efficient Acoustic Scene Classification using Residual Normalization","created":"2021-11-12","cited_by_count":6,"area":null},{"id":"2407.11356","title":"The Devil is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation","created":"2024-07-16","cited_by_count":5,"area":null},{"id":"2111.10221","title":"Semi-Supervised Domain Generalization with Evolving Intermediate Domain","created":"2021-11-19","cited_by_count":4,"area":null},{"id":"2209.08686","title":"Uncertainty Aware Multitask Pyramid Vision Transformer For UAV-Based Object Re-Identification","created":"2022-09-19","cited_by_count":4,"area":null},{"id":"2308.13783","title":"Generalized Lightness Adaptation with Channel Selective Normalization","created":"2023-08-26","cited_by_count":4,"area":null},{"id":"2407.08245","title":"Feature Diversification and Adaptation for Federated Domain Generalization","created":"2024-07-11","cited_by_count":4,"area":null},{"id":"2501.02786","title":"CCStereo: Audio-Visual Contextual and Contrastive Learning for Binaural Audio Generation","created":"2025-01-06","cited_by_count":4,"area":null},{"id":"2303.02943","title":"Adaptive Texture Filtering for Single-Domain Generalized Segmentation","created":"2023-03-06","cited_by_count":3,"area":null},{"id":"2103.02264","title":"ID-Unet: Iterative Soft and Hard Deformation for View Synthesis","created":"2021-03-03","cited_by_count":2,"area":null},{"id":"2105.06129","title":"SAFIN: Arbitrary Style Transfer With Self-Attentive Factorized Instance Normalization","created":"2021-05-13","cited_by_count":2,"area":null},{"id":"2111.14290","title":"TAL: Two-stream Adaptive Learning for Generalizable Person Re-identification","created":"2021-11-29","cited_by_count":2,"area":null},{"id":"2308.03321","title":"AFN: Adaptive Fusion Normalization via an Encoder-Decoder Framework","created":"2023-08-07","cited_by_count":2,"area":null},{"id":"2102.13327","title":"Mitigating Domain Mismatch in Face Recognition Using Style Matching","created":"2021-02-26","cited_by_count":1,"area":null},{"id":"2103.01090","title":"Systematic Analysis and Removal of Circular Artifacts for StyleGAN","created":"2021-03-01","cited_by_count":1,"area":null},{"id":"2401.13942","title":"StyleInject: Parameter Efficient Tuning of Text-to-Image Diffusion Models","created":"2024-01-25","cited_by_count":1,"area":"diffusion"},{"id":"2402.04064","title":"Multi-class Road Defect Detection and Segmentation using Spatial and Channel-wise Attention for Autonomous Road Repairing","created":"2024-02-06","cited_by_count":1,"area":null},{"id":"2503.22983","title":"scSplit: Bringing Severity Cognizance to Image Decomposition in Fluorescence Microscopy","created":"2025-03-29","cited_by_count":1,"area":null},{"id":"2511.22184","title":"Shoe Style-Invariant and Ground-Aware Learning for Dense Foot Contact Estimation","created":"2025-11-27","cited_by_count":1,"area":null},{"id":"2601.00794","title":"Two Deep Learning Approaches for Automated Segmentation of Left Ventricle in Cine Cardiac MRI","created":"2026-01-02","cited_by_count":1,"area":null},{"id":"2203.17012","title":"A Temporal-oriented Broadcast ResNet for COVID-19 Detection","created":"2022-03-31","cited_by_count":0,"area":null},{"id":"2207.02625","title":"$L_2$BN: Enhancing Batch Normalization by Equalizing the $L_2$ Norms of Features","created":"2022-07-06","cited_by_count":0,"area":null},{"id":"2207.03366","title":"A simple normalization technique using window statistics to improve the out-of-distribution generalization on medical images","created":"2022-07-07","cited_by_count":0,"area":null},{"id":"2209.10168","title":"Improving Generalizability of Graph Anomaly Detection Models via Data Augmentation","created":"2022-09-21","cited_by_count":0,"area":null},{"id":"2210.10409","title":"Domain generalization Person Re-identification on Attention-aware multi-operation strategery","created":"2022-10-19","cited_by_count":0,"area":null},{"id":"2212.11275","title":"KL Regularized Normalization Framework for Low Resource Tasks","created":"2022-12-21","cited_by_count":0,"area":null},{"id":"2306.11764","title":"On Frequency-Wise Normalizations for Better Recording Device Generalization in Audio Spectrogram Transformers","created":"2023-06-20","cited_by_count":0,"area":null},{"id":"2309.00188","title":"DARC: Distribution-Aware Re-Coloring Model for Generalizable Nucleus Segmentation","created":"2023-09-01","cited_by_count":0,"area":null},{"id":"2403.16607","title":"Enhancing Industrial Transfer Learning with Style Filter: Cost Reduction and Defect-Focus","created":"2024-03-25","cited_by_count":0,"area":null},{"id":"2404.16301","title":"Style Adaptation for Domain-adaptive Semantic Segmentation","created":"2024-04-25","cited_by_count":0,"area":null},{"id":"2504.00543","title":"Generalization-aware Remote Sensing Change Detection via Domain-agnostic Learning","created":"2025-04-01","cited_by_count":0,"area":null},{"id":"2508.01582","title":"Set Pivot Learning: Redefining Generalized Segmentation with Vision Foundation Models","created":"2025-08-03","cited_by_count":0,"area":null},{"id":"2508.03190","title":"PatchDSU: Uncertainty Modeling for Out of Distribution Generalization in Keyword Spotting","created":"2025-08-05","cited_by_count":0,"area":null},{"id":"2508.16124","title":"Domain Adaptation via Feature Refinement","created":"2025-08-22","cited_by_count":0,"area":null},{"id":"2512.02188","title":"RobustSurg: Tackling domain generalisation for out-of-distribution surgical scene segmentation","created":"2025-12-01","cited_by_count":0,"area":null},{"id":"2606.07646","title":"DOME: Learning Transferable Domain Variables from Sparse Supervision for Test-Time Adaptation","created":"2026-06-02","cited_by_count":0,"area":null},{"id":"2609.09186","title":"M2LG-DG: A Multi-modal Local-Global Domain Generalization Framework for Cross-site Major Depressive Disorder Classification","created":"2026-08-31","cited_by_count":0,"area":null},{"id":"2610.12835","title":"Structure-Aware Matching for Robust UAV Thermal-to-Satellite Geo-Localization","created":"2026-10-09","cited_by_count":0,"area":null}],"next_cursor":null}