Domain Adaptation

ColFigPhotoAttnNet: Reliable Finger Photo Presentation Attack Detection Leveraging Window-Attention on Color Spaces WACV 2025 Collaborative Semantic Consistency Alignment for Blended-Target Domain Adaptation AAAI 2025 Combining Inherent Knowledge of Vision-Language Models with Unsupervised Domain Adaptation through Strong-Weak Guidance WACV 2025 COME: Dual Structure-Semantic Learning with Collaborative MoE for Universal Lesion Detection Across Heterogeneous Ultrasound Datasets ICCV 2025 Common Sense Bias Modeling for Classification Tasks AAAI 2025 Comparing Targeting Strategies for Maximizing Social Welfare with Limited Resources ICLR 2025 Componential Prompt-Knowledge Alignment for Domain Incremental Learning ICML 2025 Composable Cross-prompt Essay Scoring by Merging Models EMNLP 2025 Compositional Risk Minimization ICML 2025 COMRECGC: Global Graph Counterfactual Explainer through Common Recourse ICML 2025 Concept-Based Unsupervised Domain Adaptation ICML 2025 CONDA: Adaptive Concept Bottleneck for Foundation Models Under Distribution Shifts ICLR 2025 Conditional Causal Representation Learning for Heterogeneous Single-cell RNA Data Integration and Prediction IJCAI 2025 Conditions for Catastrophic Forgetting in Multilingual Translation EMNLP 2025 ConDo: Continual Domain Expansion for Absolute Pose Regression AAAI 2025 ConECT Dataset: Overcoming Data Scarcity in Context-Aware E-Commerce MT ACL 2025 Confidential Guardian: Cryptographically Prohibiting the Abuse of Model Abstention ICML 2025 Conformalized Survival Analysis for General Right-Censored Data ICLR 2025 Confounder-Free Continual Learning via Recursive Feature Normalization ICML 2025 Connecting the Knowledge Dots: Retrieval-augmented Knowledge Connection for Commonsense Reasoning EMNLP 2025 Consistency-aware Self-Training for Iterative-based Stereo Matching CVPR 2025 Context-Alignment: Activating and Enhancing LLMs Capabilities in Time Series ICLR 2025 Context-aware Graph Neural Network for Graph-based Fraud Detection with Extremely Limited Labels AAAI 2025 Context-Aware Optimal Transport Learning for Retinal Fundus Image Enhancement WACV 2025 ConText-CIR: Learning from Concepts in Text for Composed Image Retrieval CVPR 2025