domain adaptation

4578 papers

Explore in graph

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

Libra-MIL: Multimodal Prototypes Stereoscopic Infused with Task-specific Language Priors for Few-shot Whole Slide Image Classification AAAI 2026

MISF: MLLM Guided Iterative Sample Filtering for Data Fault Detection AAAI 2026

Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation AAAI 2026

Format as a Prior: Quantifying and Analyzing Bias in LLMs for Heterogeneous Data AAAI 2026

MultiMedBench: A Scenario-Aware Benchmark for Evaluating Knowledge Editing in Medical VQA AAAI 2026

LAMDAS: LLM as an Implicit Classifier for Domain-specific Data Selection AAAI 2026

Building Domain-Specific Small Language Models via Guided Data Generation AAAI 2026

Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain COLING 2025

Financial Named Entity Recognition: How Far Can LLM Go? COLING 2025

DATA: Domain-And-Time Alignment for High-Quality Feature Fusion in Collaborative Perception ICCV 2025

Towards Effective and Efficient Continual Pre-training of Large Language Models ACL 2025

Test-Time Prompt Tuning for Zero-Shot Depth Completion ICCV 2025

Towards Effective Foundation Model Adaptation for Extreme Cross-Domain Few-Shot Learning ICCV 2025

TorchAdapt: Towards Light-Agnostic Real-Time Visual Perception ICCV 2025

From Coarse to Fine: A Matching and Alignment Framework for Unsupervised Cross-View Geo-Localization AAAI 2025

Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation ACL 2025

Latte: Collaborative Test-Time Adaptation of Vision-Language Models in Federated Learning ICCV 2025

Conditional Causal Representation Learning for Heterogeneous Single-cell RNA Data Integration and Prediction IJCAI 2025

Chimera: Improving Generalist Model with Domain-Specific Experts ICCV 2025

Transforming adaptation tracking: benchmarking Transformer-based NLP approaches to retrieve adaptation-relevant information from climate policy text ACL 2025

DAP-MAE: Domain-Adaptive Point Cloud Masked Autoencoder for Effective Cross-Domain Learning ICCV 2025

Customizing Domain Adapters for Domain Generalization ICCV 2025

Advancing Stain Transfer for Multi-Biomarkers: A Human Annotation-Free Method Based on Auxiliary Task Supervision IJCAI 2025

VIPerson: Flexibly Generating Virtual Identity for Person Re-Identification ICCV 2025

Boosting Domain Generalized and Adaptive Detection with Diffusion Models: Fitness, Generalization, and Transferability ICCV 2025