Domain Adaptation

Aspect-Based Opinion Summarization with Argumentation Schemes ACL 2025 Aspect-Oriented Summarization for Psychiatric Short-Term Readmission Prediction EMNLP 2025 A Square Peg in a Square Hole: Meta-Expert for Long-Tailed Semi-Supervised Learning ICML 2025 Assay2Mol: Large Language Model-based Drug Design Using BioAssay Context EMNLP 2025 Assessing the Impact of Population Data Domain Differences on Transfer Learning in P300-based Brain-Computer Interfaces (Student Abstract) AAAI 2025 A Stronger Mixture of Low-Rank Experts for Fine-Tuning Foundation Models ICML 2025 A Survey on Foundation Language Models for Single-cell Biology ACL 2025 Asymmetric Visual Semantic Embedding Framework for Efficient Vision-Language Alignment AAAI 2025 Asynchronous Collaborative Graph Representation for Frames and Events CVPR 2025 A Tale of Two Classes: Adapting Supervised Contrastive Learning to Binary Imbalanced Datasets CVPR 2025 A Theory of Learning Unified Model via Knowledge Integration from Label Space Varying Domains CVPR 2025 AtlasD: Automatic Local Symmetry Discovery ICML 2025 AtlasIA at SemEval-2025 Task 11: FastText-Based Emotion Detection in Moroccan Arabic for Low-Resource Settings SemEval 2025 AtomSurf: Surface Representation for Learning on Protein Structures ICLR 2025 Att-Adapter: A Robust and Precise Domain-Specific Multi-Attributes T2I Diffusion Adapter via Conditional Variational Autoencoder ICCV 2025 Attention-Based Class-Conditioned Alignment for Multi-Source Domain Adaptation of Object Detectors WACV 2025 Attribute Association Driven Multi-Task Learning for Session-based Recommendation IJCAI 2025 Attribute-based Visual Reprogramming for Vision-Language Models ICLR 2025 Augmented and Softened Matching for Unsupervised Visible-Infrared Person Re-Identification ICCV 2025 A Unified Degradation-Robust Approach to SSL and UDA for 3D Medical Images AAAI 2025 A Unified Framework for Generalization Error Analysis of Learning with Arbitrary Discrete Weak Features ICML 2025 A Unified Framework for Heterogeneous Semi-supervised Learning CVPR 2025 A Unified Framework to BRIDGE Complete and Incomplete Deep Multi-View Clustering under Non-IID Missing Patterns ICCV 2025 A Unified Model for Compressed Sensing MRI Across Undersampling Patterns CVPR 2025 A Unifying Perspective on Model Reuse: From Small to Large Pre-Trained Models IJCAI 2025