{"total":39,"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":"2108.13624","title":"Towards Out-Of-Distribution Generalization: A Survey","created":"2021-08-31","cited_by_count":436,"area":null},{"id":"2202.06687","title":"Domain Adaptation via Prompt Learning","created":"2022-02-14","cited_by_count":128,"area":null},{"id":"2108.04443","title":"AdaRNN: Adaptive Learning and Forecasting of Time Series","created":"2021-08-10","cited_by_count":121,"area":null},{"id":"2106.09388","title":"Deep Subdomain Adaptation Network for Image Classification","created":"2021-06-17","cited_by_count":119,"area":null},{"id":"2304.14535","title":"Deep Transfer Learning for Automatic Speech Recognition: Towards Better Generalization","created":"2023-04-27","cited_by_count":28,"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":"2102.03353","title":"Cross-domain Activity Recognition via Substructural Optimal Transport","created":"2021-01-29","cited_by_count":21,"area":null},{"id":"2304.10550","title":"Deep transfer learning for intrusion detection in industrial control networks: A comprehensive review","created":"2023-04-19","cited_by_count":21,"area":null},{"id":"2209.02700","title":"Language-aware Domain Generalization Network for Cross-Scene Hyperspectral Image Classification","created":"2022-09-06","cited_by_count":20,"area":null},{"id":"2401.05363","title":"Generalizable Sleep Staging via Multi-Level Domain Alignment","created":"2023-12-13","cited_by_count":17,"area":null},{"id":"2201.05887","title":"Domain Adaptation via Bidirectional Cross-Attention Transformer","created":"2022-01-15","cited_by_count":13,"area":null},{"id":"2407.17877","title":"Advancing 3D Point Cloud Understanding through Deep Transfer Learning: A Comprehensive Survey","created":"2024-07-25","cited_by_count":9,"area":null},{"id":"2112.13381","title":"FRuDA: Framework for Distributed Adversarial Domain Adaptation","created":"2021-12-26","cited_by_count":8,"area":null},{"id":"2211.09317","title":"Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine","created":"2022-11-17","cited_by_count":8,"area":null},{"id":"2305.00664","title":"EvoluNet: Advancing Dynamic Non-IID Transfer Learning on Graphs","created":"2023-05-01","cited_by_count":7,"area":null},{"id":"2402.05615","title":"DAPlankton: Benchmark Dataset for Multi-instrument Plankton Recognition via Fine-grained Domain Adaptation","created":"2024-02-08","cited_by_count":5,"area":null},{"id":"2501.15486","title":"FedAlign: Federated Domain Generalization with Cross-Client Feature Alignment","created":"2025-01-26","cited_by_count":5,"area":null},{"id":"2410.01609","title":"SynJAC: Synthetic-data-driven Joint-granular Adaptation and Calibration for Domain Specific Scanned Document Key Information Extraction","created":"2024-10-02","cited_by_count":4,"area":null},{"id":"2109.01377","title":"A Bayesian Approach to (Online) Transfer Learning: Theory and Algorithms","created":"2021-09-03","cited_by_count":3,"area":null},{"id":"2211.11424","title":"Modeling Hierarchical Structural Distance for Unsupervised Domain Adaptation","created":"2022-11-21","cited_by_count":3,"area":null},{"id":"2308.10450","title":"COCA: Classifier-Oriented Calibration via Textual Prototype for Source-Free Universal Domain Adaptation","created":"2023-08-21","cited_by_count":3,"area":null},{"id":"2105.03682","title":"Enhancing ensemble learning and transfer learning in multimodal data analysis by adaptive dimensionality reduction","created":"2021-05-08","cited_by_count":2,"area":null},{"id":"2212.04221","title":"An Empirical Study on Multi-Domain Robust Semantic Segmentation","created":"2022-12-08","cited_by_count":2,"area":null},{"id":"2303.05933","title":"Self-Paced Learning for Open-Set Domain Adaptation","created":"2023-03-10","cited_by_count":2,"area":null},{"id":"2310.06666","title":"Unlock the Potential of Counterfactually-Augmented Data in Out-Of-Distribution Generalization","created":"2023-10-10","cited_by_count":2,"area":null},{"id":"2410.11267","title":"FedCCRL: Federated Domain Generalization with Cross-Client Representation Learning","created":"2024-10-15","cited_by_count":2,"area":null},{"id":"2101.09979","title":"A Unified Joint Maximum Mean Discrepancy for Domain Adaptation","created":"2021-01-25","cited_by_count":1,"area":null},{"id":"2108.12293","title":"A Framework for Supervised Heterogeneous Transfer Learning using Dynamic Distribution Adaptation and Manifold Regularization","created":"2021-08-27","cited_by_count":1,"area":null},{"id":"2109.06652","title":"Domain Adaptation by Maximizing Population Correlation with Neural Architecture Search","created":"2021-09-12","cited_by_count":1,"area":null},{"id":"2205.07260","title":"Guidelines for the Regularization of Gammas in Batch Normalization for Deep Residual Networks","created":"2022-05-15","cited_by_count":1,"area":null},{"id":"2207.14500","title":"A Transfer Learning-Based Approach to Marine Vessel Re-Identification","created":"2022-07-29","cited_by_count":1,"area":null},{"id":"2401.09752","title":"Improving Speaker-independent Speech Emotion Recognition Using Dynamic Joint Distribution Adaptation","created":"2024-01-18","cited_by_count":1,"area":null},{"id":"2108.01555","title":"Domain Adaptor Networks for Hyperspectral Image Recognition","created":"2021-08-03","cited_by_count":0,"area":null},{"id":"2110.11739","title":"UBR$^2$S: Uncertainty-Based Resampling and Reweighting Strategy for Unsupervised Domain Adaptation","created":"2021-10-22","cited_by_count":0,"area":null},{"id":"2112.02365","title":"TransBoost: A Boosting-Tree Kernel Transfer Learning Algorithm for Improving Financial Inclusion","created":"2021-12-04","cited_by_count":0,"area":null},{"id":"2203.06836","title":"Bures Joint Distribution Alignment with Dynamic Margin for Unsupervised Domain Adaptation","created":"2022-03-14","cited_by_count":0,"area":null},{"id":"2502.06498","title":"Decision Boundary Optimization-Informed Domain Adaptation","created":"2025-02-10","cited_by_count":0,"area":null},{"id":"2601.11235","title":"Bio-inspired fine-tuning for selective transfer learning in image classification","created":"2026-01-16","cited_by_count":0,"area":null}],"next_cursor":null}