universal domain adaptation

Zero-LEAD: Source-Free Universal Domain Adaptation for Abdominal Multi-Organ Segmentation WACV 2026 ESBN: Estimation Shift of Batch Normalization for Source-free Universal Domain Adaptation IJCAI 2025 Gradient-Based Sample Selection for Black-Box Universal Domain Adaptation AAAI 2025 Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model WACV 2025 Tackling Dimensional Collapse toward Comprehensive Universal Domain Adaptation ICML 2025 Target Semantics Clustering via Text Representations for Robust Universal Domain Adaptation AAAI 2025 Universal Domain Adaptation for Semantic Segmentation CVPR 2025 Universal Domain Adaptive Object Detection via Dual Probabilistic Alignment AAAI 2025 Batch Singular Value Polarization and Weighted Semantic Augmentation for Universal Domain Adaptation ICML 2024 LEAD: Learning Decomposition for Source-free Universal Domain Adaptation CVPR 2024 Memory-Assisted Sub-Prototype Mining for Universal Domain Adaptation ICLR 2024 MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation AAAI 2024 Stochastic Binary Network for Universal Domain Adaptation WACV 2024 UFDA: Universal Federated Domain Adaptation with Practical Assumptions AAAI 2024 Universal Semi-Supervised Domain Adaptation by Mitigating Common-Class Bias CVPR 2024 Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All in One Classifier ICCV 2023 Learning Classifiers of Prototypes and Reciprocal Points for Universal Domain Adaptation WACV 2023 Prototypical Partial Optimal Transport for Universal Domain Adaptation AAAI 2023 Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP EMNLP 2023 Universal Domain Adaptation via Compressive Attention Matching ICCV 2023 Upcycling Models Under Domain and Category Shift CVPR 2023 Evidential Neighborhood Contrastive Learning for Universal Domain Adaptation AAAI 2022 Geometric Anchor Correspondence Mining With Uncertainty Modeling for Universal Domain Adaptation CVPR 2022 Mutual Nearest Neighbor Contrast and Hybrid Prototype Self-Training for Universal Domain Adaptation AAAI 2022 SNAIL: Semi-Separated Uncertainty Adversarial Learning for Universal Domain Adaptation ACML 2022