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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

Domain Gap Embeddings for Generative Dataset Augmentation CVPR 2024
DiffusionGAN3D: Boosting Text-guided 3D Generation and Domain Adaptation by Combining 3D GANs and Diffusion Priors CVPR 2024
Domain-Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation CVPR 2024
Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images CVPR 2024
Blur2Blur: Blur Conversion for Unsupervised Image Deblurring on Unknown Domains CVPR 2024
Task Oriented In-Domain Data Augmentation EMNLP 2024
Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation CVPR 2024
Modality-Collaborative Test-Time Adaptation for Action Recognition CVPR 2024
On the Generalization of Training-based ChatGPT Detection Methods EMNLP 2024
Double-Checker: Large Language Model as a Checker for Few-shot Named Entity Recognition EMNLP 2024
A Coarse-to-Fine Prototype Learning Approach for Multi-Label Few-Shot Intent Detection EMNLP 2024
Probing the Depths of Language Models’ Contact-Center Knowledge for Quality Assurance EMNLP 2024
TelBench: A Benchmark for Evaluating Telco-Specific Large Language Models EMNLP 2024
Knowledge Planning in Large Language Models for Domain-Aligned Counseling Summarization EMNLP 2024
Efficient Vision-Language pre-training via domain-specific learning for human activities EMNLP 2024
IMS_medicALY at #SMM4H 2024: Detecting Impacts of Outdoor Spaces on Social Anxiety with Data Augmented Ensembling ACL 2024
CTYUN-AI@SMM4H-2024: Knowledge Extension Makes Expert Models ACL 2024
Towards a Clean Text Corpus for Ottoman Turkish ACL 2024
The NYA’s Offline Speech Translation System for IWSLT 2024 ACL 2024
BioLay_AK_SS at BioLaySumm: Domain Adaptation by Two-Stage Fine-Tuning of Large Language Models used for Biomedical Lay Summary Generation ACL 2024
Multilevel Analysis of Biomedical Domain Adaptation of Llama 2: What Matters the Most? A Case Study ACL 2024
Open (Clinical) LLMs are Sensitive to Instruction Phrasings ACL 2024
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains ACL 2024
Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise: A Case Study on Chinese Legal Domain ACL 2024
Self-Specialization: Uncovering Latent Expertise within Large Language Models ACL 2024