Domain Adaptation

Three Heads Are Better than One: Improving Cross-Domain NER with Progressive Decomposed Network AAAI 2024 CL3D: Unsupervised Domain Adaptation for Cross-LiDAR 3D Detection AAAI 2023 Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image Retrieval AAAI 2023 DETR With Additional Global Aggregation for Cross-Domain Weakly Supervised Object Detection CVPR 2023 Divide and Adapt: Active Domain Adaptation via Customized Learning CVPR 2023 Domain Adaptation for Conversational Query Production with the RAG Model Feedback EMNLP 2023 Example-based Hypernetworks for Multi-source Adaptation to Unseen Domains EMNLP 2023 Harmonious Teacher for Cross-Domain Object Detection CVPR 2023 High-Level Semantic Feature Matters Few-Shot Unsupervised Domain Adaptation AAAI 2023 Improving Domain Generalization for Prompt-Aware Essay Scoring via Disentangled Representation Learning ACL 2023 Limits of Model Selection under Transfer Learning COLT 2023 MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation CVPR 2023 MILAB at PragTag-2023: Enhancing Cross-Domain Generalization through Data Augmentation with Reduced Uncertainty EMNLP 2023 Multi-View Adversarial Discriminator: Mine the Non-Causal Factors for Object Detection in Unseen Domains CVPR 2023 Multi-View Domain Adaptive Object Detection on Camera Networks AAAI 2023 Out-of-Distribution Generalization in Natural Language Processing: Past, Present, and Future EMNLP 2023 Overcoming Concept Shift in Domain-Aware Settings through Consolidated Internal Distributions AAAI 2023 SWL-Adapt: An Unsupervised Domain Adaptation Model with Sample Weight Learning for Cross-User Wearable Human Activity Recognition AAAI 2023 Towards Effective Instance Discrimination Contrastive Loss for Unsupervised Domain Adaptation ICCV 2023 Audio-Adaptive Activity Recognition Across Video Domains CVPR 2022 Cross-Domain Sentiment Classification using Semantic Representation EMNLP 2022 Cross-Lingual Adversarial Domain Adaptation for Novice Programming AAAI 2022 DaDA: Distortion-aware Domain Adaptation for Unsupervised Semantic Segmentation NeurIPS 2022 Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation NeurIPS 2022 Denoised Maximum Classifier Discrepancy for Source-Free Unsupervised Domain Adaptation AAAI 2022