domain adaptation

4578 papers

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Also known as

DANN UNIDA UDA DA DAPT

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

Fine-tuning NMT Models and LLMs for Specialised EN-ES Translation Using Aligned Corpora, Glossaries, and Synthetic Data: MULTITAN at WMT25 Terminology Shared Task EMNLP 2025

ScholarGEC: Enhancing Controllability of Large Language Model for Chinese Academic Grammatical Error Correction AAAI 2025

Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training ICCV 2025

Enpowering Your Pansharpening Models with Generalizability: Unified Distribution is All You Need ICCV 2025

ixi-GEN: Efficient Industrial sLLMs through Domain Adaptive Continual Pretraining EMNLP 2025

QGen Studio: An Adaptive Question-Answer Generation, Training and Evaluation Platform AAAI 2025

DECT: Harnessing LLM-assisted Fine-Grained Linguistic Knowledge and Label-Switched and Label-Preserved Data Generation for Diagnosis of Alzheimer’s Disease AAAI 2025

When Open-Vocabulary Visual Question Answering Meets Causal Adapter: Benchmark and Approach AAAI 2025

Scalable, Sustainable, Generalizable, and Responsible AI for Public Sector AAAI 2025

Leveraging Large Language Models for Wind Energy Assessment AAAI 2025

Knowledge Graph and Large Language Model for Metabolomics AAAI 2025

Filter or Compensate: Towards Invariant Representation from Distribution Shift for Anomaly Detection AAAI 2025

FlexPose: Pose Distribution Adaptation with Limited Guidance AAAI 2025

Fair Text Classification via Transferable Representations JMLR 2025

PatentLMM: Large Multimodal Model for Generating Descriptions for Patent Figures AAAI 2025

CDE-Learning: Camera Deviation Elimination Learning for Unsupervised Person Re-identification AAAI 2025

The Parables of the Mustard Seed and the Yeast: Extremely Low-Budget, High-Performance Nighttime Semantic Segmentation AAAI 2025

DASK: Distribution Rehearsing via Adaptive Style Kernel Learning for Exemplar-Free Lifelong Person Re-Identification AAAI 2025

Bridging the Gap: Instruction-Tuned LLMs for Scientific Named Entity Recognition IJCNLP 2025

Domain-Level Disentanglement Framework Based on Information Enhancement for Cross-Domain Cold-Start Recommendation AAAI 2025

Trace: Structural Riemannian Bridge Matching for Transferable Source Localization in Information Propagation IJCAI 2025

Enhancing Vision-Language Models with Morphological and Taxonomic Knowledge: Towards Coral Recognition for Ocean Health AAAI 2025

TimeDP: Learning to Generate Multi-Domain Time Series with Domain Prompts AAAI 2025

Adapting Vehicle Detectors for Aerial Imagery to Unseen Domains with Weak Supervision ICCV 2025

Adaptive Dual Uncertainty Optimization: Boosting Monocular 3D Object Detection under Test-Time Shifts ICCV 2025