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Domain Adaptation

8,656 papers

Papers per year

14
44
726
1387
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Papers

Context-Aware Safe Medication Recommendations with Molecular Graph and DDI Graph Embedding AAAI 2023
Tackling Data Heterogeneity in Federated Learning with Class Prototypes AAAI 2023
Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting AAAI 2023
Decorate the Newcomers: Visual Domain Prompt for Continual Test Time Adaptation AAAI 2023
An Adaptive Layer to Leverage Both Domain and Task Specific Information from Scarce Data AAAI 2023
Graph Knows Unknowns: Reformulate Zero-Shot Learning as Sample-Level Graph Recognition AAAI 2023
Discriminability and Transferability Estimation: A Bayesian Source Importance Estimation Approach for Multi-Source-Free Domain Adaptation AAAI 2023
Fast Regularized Discrete Optimal Transport with Group-Sparse Regularizers AAAI 2023
Robust Domain Adaptation for Machine Reading Comprehension AAAI 2023
VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions AAAI 2023
Geometry-Aware Network for Domain Adaptive Semantic Segmentation AAAI 2023
Multi-View Domain Adaptive Object Detection on Camera Networks AAAI 2023
GLUECons: A Generic Benchmark for Learning under Constraints AAAI 2023
Overcoming Concept Shift in Domain-Aware Settings through Consolidated Internal Distributions AAAI 2023
Accommodating Audio Modality in CLIP for Multimodal Processing AAAI 2023
Multi-Source Survival Domain Adaptation AAAI 2023
Cooperative and Adversarial Learning: Co-enhancing Discriminability and Transferability in Domain Adaptation AAAI 2023
Domain Adaptation with Adversarial Training on Penultimate Activations AAAI 2023
Unbalanced CO-optimal Transport AAAI 2023
Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image Retrieval AAAI 2023
SEnsor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation AAAI 2023
Towards In-Distribution Compatible Out-of-Distribution Detection AAAI 2023
Non-IID Transfer Learning on Graphs AAAI 2023
Prototypical Partial Optimal Transport for Universal Domain Adaptation AAAI 2023
High-Level Semantic Feature Matters Few-Shot Unsupervised Domain Adaptation AAAI 2023