Domain Adaptation

False Coverage Proportion Control for Conformal Prediction ICML 2025 FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation AAAI 2025 Fast and Accurate Blind Flexible Docking ICLR 2025 Fast and Robust: Task Sampling with Posterior and Diversity Synergies for Adaptive Decision-Makers in Randomized Environments ICML 2025 Fast, Not Fancy: Rethinking G2P with Rich Data and Statistical Models EMNLP 2025 FDS: Feedback-Guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization WACV 2025 Feature Augmentation Based Test-Time Adaptation WACV 2025 Feature Engineering is not Dead: A Step Towards State of the Art for Arabic Automated Essay Scoring EMNLP 2025 Feature Fusion Transferability Aware Transformer for Unsupervised Domain Adaptation WACV 2025 Feature Shift Localization Network ICML 2025 Feature Spectrum Learning for Remote Sensing Change Detection CVPR 2025 FedBG: Proactively Mitigating Bias in Cross-Domain Graph Federated Learning Using Background Data IJCAI 2025 FedBiP: Heterogeneous One-Shot Federated Learning with Personalized Latent Diffusion Models CVPR 2025 FedECADO: A Dynamical System Model of Federated Learning ICML 2025 Federated Disentangled Tuning with Textual Prior Decoupling and Visual Dynamic Adaptation ICML 2025 Federated In-Context Learning: Iterative Refinement for Improved Answer Quality ICML 2025 Federated Learning for Feature Generalization with Convex Constraints ICML 2025 Federated Learning with Domain Shift Eraser CVPR 2025 Federated Oriented Learning: A Practical One-Shot Personalized Federated Learning Framework ICML 2025 Federated Recommendation with Explicitly Encoding Item Bias AAAI 2025 Federated Source-Free Domain Adaptation for Classification: Weighted Cluster Aggregation for Unlabeled Data WACV 2025 FedFSL-CFRD: Personalized Federated Few-Shot Learning with Collaborative Feature Representation Disentanglement AAAI 2025 FedPHA: Federated Prompt Learning for Heterogeneous Client Adaptation ICML 2025 Feedforward Few-shot Species Range Estimation ICML 2025 Few-Shot Domain Adaptation for Learned Image Compression AAAI 2025