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cross-domain learning

130 papers

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Co-occurring keywords

domain adaptation (4578) transfer learning (5442) few-shot learning (3390) named entity recognition (2801) cross-domain adaptation (111) domain generalization (1517) representation learning (6174) knowledge transfer (647) natural language processing (2027) multi-task learning (2556)

Papers

DGTF: Cross-Domain Decentralized Graph Learning with Topology-Aware Knowledge Fusion AAAI 2026
Cross-Domain Few-Shot Learning via Multi-View Collaborative Optimization with Vision-Language Models AAAI 2026
Cross-domain Joint Learning with Prototype-guided Mixture-of-Experts for Infrared Moving Small Target Detection AAAI 2026
SynthRL: Cross-domain Synthesizer Sound Matching via Reinforcement Learning IJCAI 2025
HyperTrans: Efficient Hypergraph-Driven Cross-Domain Pattern Transfer in Image Anomaly Detection IJCAI 2025
RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning Based on Emotional Information ACL 2025
Seeking Rational Demonstrations for Large Language Models: A Domain Generalization Approach to Unsupervised Cross-Domain Keyphrase Generation ACL 2025
Cross-Category Subjectivity Generalization for Style-Adaptive Sketch Re-ID ICCV 2025
Towards Effective Foundation Model Adaptation for Extreme Cross-Domain Few-Shot Learning ICCV 2025
Point Cloud Mixture-of-Domain-Experts Model for 3D Self-supervised Learning IJCAI 2025
FedBG: Proactively Mitigating Bias in Cross-Domain Graph Federated Learning Using Background Data IJCAI 2025
SVasP: Self-Versatility Adversarial Style Perturbation for Cross-Domain Few-Shot Learning AAAI 2025
Cross-Domain Fake News Detection based on Dual-Granularity Adversarial Training COLING 2025
LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding EMNLP 2025
In-Context Policy Adaptation via Cross-Domain Skill Diffusion AAAI 2025
Gait-X: Exploring X modality for Generalized Gait Recognition ICCV 2025
ABC-Former: Auxiliary Bimodal Cross-domain Transformer with Interactive Channel Attention for White Balance CVPR 2025
DAP-MAE: Domain-Adaptive Point Cloud Masked Autoencoder for Effective Cross-Domain Learning ICCV 2025
Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis COLING 2024
Pixel Matching Network for Cross-Domain Few-Shot Segmentation WACV 2024
Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning AAAI 2024
DoDo Learning: Domain-Demographic Transfer in Language Models for Detecting Abuse Targeted at Public Figures COLING 2024
Learning Strategies for Robust Argument Mining: An Analysis of Variations in Language and Domain COLING 2024
Cross-Domain Contrastive Learning for Time Series Clustering AAAI 2024
Beyond OOD State Actions: Supported Cross-Domain Offline Reinforcement Learning AAAI 2024