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

WATT: Weight Average Test Time Adaptation of CLIP NIPS 2024

L-TTA: Lightweight Test-Time Adaptation Using a Versatile Stem Layer NIPS 2024

Domain-aware and Co-adaptive Feature Transformation for Domain Adaption Few-shot Relation Extraction COLING 2024

Domain-Agnostic Adapter Architecture for Deception Detection: Extensive Evaluations with the DIFrauD Benchmark COLING 2024

Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding COLING 2024

A Two-Stage Framework with Self-Supervised Distillation for Cross-Domain Text Classification COLING 2024

Analysis on Unsupervised Acquisition Process of Bilingual Vocabulary through Iterative Back-Translation COLING 2024

AcnEmpathize: A Dataset for Understanding Empathy in Dermatology Conversations COLING 2024

Generate then Refine: Data Augmentation for Zero-shot Intent Detection EMNLP 2024

More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs EMNLP 2024

KidLM: Advancing Language Models for Children – Early Insights and Future Directions EMNLP 2024

D3GU: Multi-Target Active Domain Adaptation via Enhancing Domain Alignment WACV 2024

Robust Object Detection in Challenging Weather Conditions WACV 2024

NC-TTT: A Noise Constrastive Approach for Test-Time Training CVPR 2024

Unsupervised Domain Adaptation for Keyphrase Generation using Citation Contexts EMNLP 2024

VE-KD: Vocabulary-Expansion Knowledge-Distillation for Training Smaller Domain-Specific Language Models EMNLP 2024

Semi-Supervised Scene Change Detection by Distillation From Feature-Metric Alignment WACV 2024

Universal Test-Time Adaptation Through Weight Ensembling, Diversity Weighting, and Prior Correction WACV 2024

ReCLIP: Refine Contrastive Language Image Pre-Training With Source Free Domain Adaptation WACV 2024

Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking EMNLP 2024

EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition CVPR 2024

ActiveDC: Distribution Calibration for Active Finetuning CVPR 2024

Single Domain Generalization for Crowd Counting CVPR 2024

Atlantis: Enabling Underwater Depth Estimation with Stable Diffusion CVPR 2024

Generate Like Experts: Multi-Stage Font Generation by Incorporating Font Transfer Process into Diffusion Models CVPR 2024