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Domain Adaptation

106 directly classified papers

Papers per year

Papers

Personalized Sleep Staging Leveraging Source-free Unsupervised Domain Adaptation AAAI 2025
Konooz: Multi-domain Multi-dialect Corpus for Named Entity Recognition ACL 2025
Seeking Rational Demonstrations for Large Language Models: A Domain Generalization Approach to Unsupervised Cross-Domain Keyphrase Generation ACL 2025
Gradient-Based Sample Selection for Black-Box Universal Domain Adaptation AAAI 2025
Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning AAAI 2025
Task-Specific Preconditioner for Cross-Domain Few-Shot Learning AAAI 2025
CAT: Exploiting Inter-Class Dynamics for Domain Adaptive Object Detection CVPR 2024
Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer CVPR 2024
Style Adaptation and Uncertainty Estimation for Multi-Source Blended-Target Domain Adaptation NIPS 2024
Domain adapted machine translation: What does catastrophic forgetting forget and why? EMNLP 2024
Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling AAAI 2024
Discriminative Pattern Calibration Mechanism for Source-Free Domain Adaptation CVPR 2024
DI-V2X: Learning Domain-Invariant Representation for Vehicle-Infrastructure Collaborative 3D Object Detection AAAI 2024
Three Heads Are Better than One: Improving Cross-Domain NER with Progressive Decomposed Network AAAI 2024
Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation CVPR 2024
Fast Adaptation for Human Pose Estimation via Meta-Optimization CVPR 2024
Pseudo Label Refinery for Unsupervised Domain Adaptation on Cross-dataset 3D Object Detection CVPR 2024
Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization CVPR 2024
Improving Domain Generalization for Prompt-Aware Essay Scoring via Disentangled Representation Learning ACL 2023
Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image Retrieval AAAI 2023
Overcoming Concept Shift in Domain-Aware Settings through Consolidated Internal Distributions AAAI 2023
Multi-View Domain Adaptive Object Detection on Camera Networks AAAI 2023
SWL-Adapt: An Unsupervised Domain Adaptation Model with Sample Weight Learning for Cross-User Wearable Human Activity Recognition AAAI 2023
CL3D: Unsupervised Domain Adaptation for Cross-LiDAR 3D Detection AAAI 2023
Divide and Adapt: Active Domain Adaptation via Customized Learning CVPR 2023