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domain adaptation

4578 papers

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DA

Co-occurring keywords

transfer learning (5442) unsupervised learning (3255) large language model (12755) semantic segmentation (3179) domain generalization (1517) representation learning (6174) neural machine translation (2310) adversarial learning (1592) text classification (6776) knowledge distillation (3680)

Papers

Multi-BERT: Leveraging Adapters for Low-Resource Multi-Domain Adaptation NAACL 2025
SVasP: Self-Versatility Adversarial Style Perturbation for Cross-Domain Few-Shot Learning AAAI 2025
Reverse Distribution Based Video Moment Retrieval for Effective Bias Elimination AAAI 2025
LVPTrack: High Performance Domain Adaptive UAV Tracking with Label Aligned Visual Prompt Tuning AAAI 2025
Core Knowledge Learning Framework for Graph AAAI 2025
Federated Recommendation with Explicitly Encoding Item Bias AAAI 2025
ERF: A Benchmark Dataset for Robust Semantic Segmentation Under Extreme Rainfall Conditions AAAI 2025
Distribution-Aware Online Learning for Urban Spatiotemporal Forecasting on Streaming Data IJCAI 2025
Demystifying Domain-adaptive Post-training for Financial LLMs EMNLP 2025
FS-DAG: Few Shot Domain Adapting Graph Networks for Visually Rich Document Understanding COLING 2025
NurseLLM: The First Specialized Language Model for Nursing EMNLP 2025
Federated Retrieval Augmented Generation for Multi-Product Question Answering COLING 2025
SciVQA 2025: Overview of the First Scientific Visual Question Answering Shared Task ACL 2025
SynthTextEval: Synthetic Text Data Generation and Evaluation for High-Stakes Domains EMNLP 2025
Easy Dataset: A Unified and Extensible Framework for Synthesizing LLM Fine-Tuning Data from Unstructured Documents EMNLP 2025
Adapting Vehicle Detectors for Aerial Imagery to Unseen Domains with Weak Supervision ICCV 2025
SG-LDM: Semantic-Guided LiDAR Generation via Latent-Aligned Diffusion ICCV 2025
Reasoning-Enhanced Domain-Adaptive Pretraining of Multimodal Large Language Models for Short Video Content Governance EMNLP 2025
FairTP: A Prolonged Fairness Framework for Traffic Prediction AAAI 2025
Irapuarani at SemEval-2025 Task 10: Evaluating Strategies Combining Small and Large Language Models for Multilingual Narrative Detection SEMEVAL 2025
Boosting Domain Generalized and Adaptive Detection with Diffusion Models: Fitness, Generalization, and Transferability ICCV 2025
VIPerson: Flexibly Generating Virtual Identity for Person Re-Identification ICCV 2025
LP-FT-LoRA: A Three-Stage PEFT Framework for Efficient Domain Adaptation in Bangla NLP Tasks IJCNLP 2025
Domain Adaptive Unfolded Graph Neural Networks AAAI 2025
Dual-Granularity Semantic Guided Sparse Routing Diffusion Model for General Pansharpening CVPR 2025