{"total":51,"rows":[{"id":"2204.03838","title":"Reusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain Adaptation","created":"2022-04-08","cited_by_count":66,"area":null},{"id":"2206.08009","title":"Balancing Discriminability and Transferability for Source-Free Domain Adaptation","created":"2022-06-16","cited_by_count":58,"area":null},{"id":"2306.04979","title":"CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification","created":"2023-06-08","cited_by_count":46,"area":null},{"id":"2106.10812","title":"ToAlign: Task-oriented Alignment for Unsupervised Domain Adaptation","created":"2021-06-21","cited_by_count":33,"area":null},{"id":"2112.06745","title":"A Survey of Unsupervised Domain Adaptation for Visual Recognition","created":"2021-12-13","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":"2303.11674","title":"ALOFT: A Lightweight MLP-like Architecture with Dynamic Low-frequency Transform for Domain Generalization","created":"2023-03-21","cited_by_count":28,"area":null},{"id":"2303.13325","title":"DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices","created":"2023-03-23","cited_by_count":28,"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":"2310.17594","title":"SPA: A Graph Spectral Alignment Perspective for Domain Adaptation","created":"2023-10-26","cited_by_count":22,"area":null},{"id":"2308.10285","title":"DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization","created":"2023-08-20","cited_by_count":21,"area":null},{"id":"2112.04137","title":"Pareto Domain Adaptation","created":"2021-12-08","cited_by_count":20,"area":null},{"id":"2505.19694","title":"Knowledge-Aligned Counterfactual-Enhancement Diffusion Perception for Unsupervised Cross-Domain Visual Emotion Recognition","created":"2025-05-26","cited_by_count":17,"area":null},{"id":"2111.13353","title":"Contrastive Vicinal Space for Unsupervised Domain Adaptation","created":"2021-11-26","cited_by_count":14,"area":null},{"id":"2311.05858","title":"Layer-wise Auto-Weighting for Non-Stationary Test-Time Adaptation","created":"2023-11-10","cited_by_count":14,"area":null},{"id":"2309.12742","title":"Make the U in UDA Matter: Invariant Consistency Learning for Unsupervised Domain Adaptation","created":"2023-09-22","cited_by_count":12,"area":null},{"id":"2204.09931","title":"Learning to Purification for Unsupervised Person Re-identification","created":"2022-04-21","cited_by_count":11,"area":null},{"id":"2110.06448","title":"Reducing the Covariate Shift by Mirror Samples in Cross Domain Alignment","created":"2021-10-13","cited_by_count":10,"area":null},{"id":"2111.13420","title":"Confounder Identification-free Causal Visual Feature Learning","created":"2021-11-26","cited_by_count":10,"area":null},{"id":"2206.08083","title":"CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains","created":"2022-06-16","cited_by_count":9,"area":null},{"id":"2207.14489","title":"StyleAM: Perception-Oriented Unsupervised Domain Adaption for Non-reference Image Quality Assessment","created":"2022-07-29","cited_by_count":9,"area":null},{"id":"2408.00288","title":"Gradient Harmonization in Unsupervised Domain Adaptation","created":"2024-08-01","cited_by_count":9,"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":"2111.06021","title":"Probabilistic Contrastive Learning for Domain Adaptation","created":"2021-11-11","cited_by_count":7,"area":null},{"id":"2111.12941","title":"Exploiting Both Domain-specific and Invariant Knowledge via a Win-win Transformer for Unsupervised Domain Adaptation","created":"2021-11-25","cited_by_count":7,"area":null},{"id":"2112.14025","title":"Delving into Probabilistic Uncertainty for Unsupervised Domain Adaptive Person Re-Identification","created":"2021-12-28","cited_by_count":7,"area":null},{"id":"2408.16265","title":"Low Saturation Confidence Distribution-based Test-Time Adaptation for Cross-Domain Remote Sensing Image Classification","created":"2024-08-29","cited_by_count":6,"area":null},{"id":"2210.08170","title":"Attention Regularized Laplace Graph for Domain Adaptation","created":"2022-10-15","cited_by_count":5,"area":null},{"id":"2410.06883","title":"Degree-Conscious Spiking Graph for Cross-Domain Adaptation","created":"2024-10-09","cited_by_count":5,"area":null},{"id":"2202.02802","title":"Low-confidence Samples Matter for Domain Adaptation","created":"2022-02-06","cited_by_count":4,"area":null},{"id":"2308.15353","title":"Detect, Augment, Compose, and Adapt: Four Steps for Unsupervised Domain Adaptation in Object Detection","created":"2023-08-29","cited_by_count":4,"area":null},{"id":"2405.20596","title":"Generalized Semi-Supervised Learning via Self-Supervised Feature Adaptation","created":"2024-05-31","cited_by_count":3,"area":null},{"id":"2511.11009","title":"Unsupervised Robust Domain Adaptation: Paradigm, Theory and Algorithm","created":"2025-11-14","cited_by_count":3,"area":null},{"id":"2112.03676","title":"PLACE dropout: A Progressive Layer-wise and Channel-wise Dropout for Domain Generalization","created":"2021-12-07","cited_by_count":2,"area":null},{"id":"2212.02739","title":"Semantic-aware Message Broadcasting for Efficient Unsupervised Domain Adaptation","created":"2022-12-06","cited_by_count":2,"area":null},{"id":"2109.07920","title":"On the inductive biases of deep domain adaptation","created":"2021-09-16","cited_by_count":1,"area":null},{"id":"2112.01948","title":"Boosting Unsupervised Domain Adaptation with Soft Pseudo-label and Curriculum Learning","created":"2021-12-03","cited_by_count":1,"area":null},{"id":"2209.14644","title":"Increasing Model Generalizability for Unsupervised Domain Adaptation","created":"2022-09-29","cited_by_count":1,"area":null},{"id":"2304.07567","title":"CoVLR: Coordinating Cross-Modal Consistency and Intra-Modal Structure for Vision-Language Retrieval","created":"2023-04-15","cited_by_count":1,"area":null},{"id":"2312.13536","title":"Domain Adaptive Graph Classification","created":"2023-12-21","cited_by_count":1,"area":null},{"id":"2502.06272","title":"Beyond Batch Learning: Global Awareness Enhanced Domain Adaptation","created":"2025-02-10","cited_by_count":1,"area":null},{"id":"2504.06607","title":"Visually Similar Pair Alignment for Robust Cross-Domain Object Detection","created":"2025-04-09","cited_by_count":1,"area":null},{"id":"2602.11969","title":"UPDA: Unsupervised Progressive Domain Adaptation for No-Reference Point Cloud Quality Assessment","created":"2026-02-12","cited_by_count":1,"area":null},{"id":"2205.13508","title":"Pick up the PACE: Fast and Simple Domain Adaptation via Ensemble Pseudo-Labeling","created":"2022-05-26","cited_by_count":0,"area":null},{"id":"2401.07207","title":"Unsupervised Domain Adaptation Using Compact Internal Representations","created":"2024-01-14","cited_by_count":0,"area":null},{"id":"2407.01886","title":"Core Knowledge Learning Framework for Graph Adaptation and Scalability Learning","created":"2024-07-02","cited_by_count":0,"area":null},{"id":"2505.13907","title":"Cross-Domain Diffusion with Progressive Alignment for Efficient Adaptive Retrieval","created":"2025-05-20","cited_by_count":0,"area":null},{"id":"2510.13254","title":"Rethinking Graph Domain Adaptation: A Spectral Contrastive Perspective","created":"2025-10-15","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":"2512.06236","title":"Empowering GNNs for Domain Adaptation via Denoising Target Graph","created":"2025-12-06","cited_by_count":0,"area":null},{"id":"2602.07506","title":"VividFace: Real-Time and Realistic Facial Expression Shadowing for Humanoid Robots","created":"2026-02-07","cited_by_count":0,"area":null}],"next_cursor":null}