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domain adaptation

4595 papers

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DA

Co-occurring keywords

transfer learning (5449) unsupervised learning (3264) large language model (13587) semantic segmentation (3186) domain generalization (1522) representation learning (6206) neural machine translation (2310) adversarial learning (1595) text classification (6793) knowledge distillation (3725)

Papers

Continual Test-Time Domain Adaptation via Dynamic Sample Selection WACV 2024
Multilevel Analysis of Biomedical Domain Adaptation of Llama 2: What Matters the Most? A Case Study ACL 2024
Efficient Feature Distillation for Zero-Shot Annotation Object Detection WACV 2024
CoD: Coherent Detection of Entities From Images With Multiple Modalities WACV 2024
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains ACL 2024
Layer-Wise Auto-Weighting for Non-Stationary Test-Time Adaptation WACV 2024
Pixel Matching Network for Cross-Domain Few-Shot Segmentation WACV 2024
Open (Clinical) LLMs are Sensitive to Instruction Phrasings 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
Bridging Distribution Gap via Semantic Rewriting with LLMs to Enhance OOD Robustness ACL 2024
SOAP: Cross-Sensor Domain Adaptation for 3D Object Detection Using Stationary Object Aggregation Pseudo-Labelling WACV 2024
Distilling Robustness into Natural Language Inference Models with Domain-Targeted Augmentation ACL 2024
On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models ACL 2024
Diverse Imagenet Models Transfer Better WACV 2024
An LLM-based Knowledge Synthesis and Scientific Reasoning Framework for Biomedical Discovery ACL 2024
Self-Specialization: Uncovering Latent Expertise within Large Language Models ACL 2024
Synergizing Contrastive Learning and Optimal Transport for 3D Point Cloud Domain Adaptation WACV 2024
Universal Semi-Supervised Model Adaptation via Collaborative Consistency Training WACV 2024
Word Matters: What Influences Domain Adaptation in Summarization? ACL 2024
FashionR2R: Texture-preserving Rendered-to-Real Image Translation with Diffusion Models NIPS 2024
Designing a Hybrid Neural System To Learn Real-World Crack Segmentation From Fractal-Based Simulation WACV 2024
MultiLegalPile: A 689GB Multilingual Legal Corpus ACL 2024
Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise: A Case Study on Chinese Legal Domain ACL 2024
The NYA’s Offline Speech Translation System for IWSLT 2024 ACL 2024
Attentive Prototypes for Source-Free Unsupervised Domain Adaptive 3D Object Detection WACV 2024