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Domain Adaptation

8,656 papers

Papers per year

Papers

Domain Invariant Learning for Gaussian Processes and Bayesian Exploration AAAI 2024
Confusing Pair Correction Based on Category Prototype for Domain Adaptation under Noisy Environments AAAI 2024
Cycle Self-Refinement for Multi-Source Domain Adaptation AAAI 2024
Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation AAAI 2024
Unsupervised Layer-Wise Score Aggregation for Textual OOD Detection AAAI 2024
AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection AAAI 2024
Combining Multiple Supervision for Robust Zero-Shot Dense Retrieval AAAI 2024
DA-Net: A Disentangled and Adaptive Network for Multi-Source Cross-Lingual Transfer Learning AAAI 2024
MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts AAAI 2024
Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling AAAI 2024
Three Heads Are Better than One: Improving Cross-Domain NER with Progressive Decomposed Network AAAI 2024
Uncovering and Mitigating the Hidden Chasm: A Study on the Text-Text Domain Gap in Euphemism Identification AAAI 2024
Response Enhanced Semi-supervised Dialogue Query Generation AAAI 2024
On Unsupervised Domain Adaptation: Pseudo Label Guided Mixup for Adversarial Prompt Tuning AAAI 2024
Frequency Spectrum Is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector AAAI 2024
Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains AAAI 2024
Efficient Constrained K-center Clustering with Background Knowledge AAAI 2024
Can LLM Replace Stack Overflow? A Study on Robustness and Reliability of Large Language Model Code Generation AAAI 2024
Early Detection of Extreme Storm Tide Events Using Multimodal Data Processing AAAI 2024
From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecule Discovery AAAI 2024
Fair Graph Learning Using Constraint-Aware Priority Adjustment and Graph Masking in River Networks AAAI 2024
Combining Deep Learning and Street View Imagery to Map Smallholder Crop Types AAAI 2024
AutoLTS: Automating Cycling Stress Assessment via Contrastive Learning and Spatial Post-processing AAAI 2024
SimFair: Physics-Guided Fairness-Aware Learning with Simulation Models AAAI 2024
Towards Automatic Boundary Detection for Human-AI Collaborative Hybrid Essay in Education AAAI 2024