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domain adaptation

4595 papers

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Also known as

DA

Co-occurring keywords

transfer learning (5449) unsupervised learning (3264) large language model (13587) semantic segmentation (3186) domain generalization (1522) representation learning (6206) neural machine translation (2310) adversarial learning (1595) text classification (6793) knowledge distillation (3725)

Papers

D3: A Methodological Exploration of Domain Division, Modeling, and Balance in Multi-Domain Recommendations AAAI 2024
Graph Disentangled Contrastive Learning with Personalized Transfer for Cross-Domain Recommendation AAAI 2024
Open-Set Graph Domain Adaptation via Separate Domain Alignment AAAI 2024
Improving Transferability for Cross-Domain Trajectory Prediction via Neural Stochastic Differential Equation AAAI 2024
Domain-Aware Fine-Tuning: Enhancing Neural Network Adaptability AAAI 2024
Fairness without Demographics through Shared Latent Space-Based Debiasing AAAI 2024
Robust Policy Learning via Offline Skill Diffusion AAAI 2024
Parsing All Adverse Scenes: Severity-Aware Semantic Segmentation with Mask-Enhanced Cross-Domain Consistency AAAI 2024
Agile Multi-Source-Free Domain Adaptation AAAI 2024
Density Matters: Improved Core-Set for Active Domain Adaptive Segmentation AAAI 2024
HOP to the Next Tasks and Domains for Continual Learning in NLP AAAI 2024
Towards Improved Proxy-Based Deep Metric Learning via Data-Augmented Domain Adaptation AAAI 2024
Non-exemplar Domain Incremental Object Detection via Learning Domain Bias AAAI 2024
Decoupled Training: Return of Frustratingly Easy Multi-Domain Learning AAAI 2024
Probability-Polarized Optimal Transport for Unsupervised Domain Adaptation AAAI 2024
Multi-Source Collaborative Gradient Discrepancy Minimization for Federated Domain Generalization AAAI 2024
A Separation and Alignment Framework for Black-Box Domain Adaptation AAAI 2024
LSTKC: Long Short-Term Knowledge Consolidation for Lifelong Person Re-identification AAAI 2024
Exploring One-Shot Semi-supervised Federated Learning with Pre-trained Diffusion Models AAAI 2024
Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction AAAI 2024
DA-Net: A Disentangled and Adaptive Network for Multi-Source Cross-Lingual Transfer Learning AAAI 2024
When Sparse Graph Representation Learning Falls into Domain Shift: Data Augmentation for Cross-Domain Graph Meta-Learning (Student Abstract) AAAI 2024
Plug-and-Play Unsupervised Fault Detection and Diagnosis for Complex Industrial Monitoring IJCAI 2024
Learning Intersections of Halfspaces with Distribution Shift: Improved Algorithms and SQ Lower Bounds COLT 2024
Bayesian Domain Adaptation with Gaussian Mixture Domain-Indexing NIPS 2024