← Keywords

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

How to Encode Domain Information in Relation Classification COLING 2024
Attention Temperature Matters in ViT-Based Cross-Domain Few-Shot Learning NIPS 2024
Continuous Temporal Domain Generalization NIPS 2024
DOC-RAG: ASR Language Model Personalization with Domain-Distributed Co-occurrence Retrieval Augmentation COLING 2024
A Reinforcement Learning Approach to Improve Low-Resource Machine Translation Leveraging Domain Monolingual Data COLING 2024
Natural Language Can Help Bridge the Sim2Real Gap RSS 2024
IndiFoodVQA: Advancing Visual Question Answering and Reasoning with a Knowledge-Infused Synthetic Data Generation Pipeline EACL 2024
CLAP4CLIP: Continual Learning with Probabilistic Finetuning for Vision-Language Models NIPS 2024
Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework NIPS 2024
Transfer Learning for Diffusion Models NIPS 2024
Efficient Discrepancy Testing for Learning with Distribution Shift NIPS 2024
Propensity Score Alignment of Unpaired Multimodal Data NIPS 2024
CoLoR-Filter: Conditional Loss Reduction Filtering for Targeted Language Model Pre-training NIPS 2024
Named Entity Recognition Under Domain Shift via Metric Learning for Life Sciences NAACL 2024
BD-NLP at SemEval-2024 Task 2: Investigating Generative and Discriminative Models for Clinical Inference with Knowledge Augmentation NAACL 2024
SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain NIPS 2024
Scene Graph Generation with Role-Playing Large Language Models NIPS 2024
TrustAI at SemEval-2024 Task 8: A Comprehensive Analysis of Multi-domain Machine Generated Text Detection Techniques NAACL 2024
Fine-Tuning is Fine, if Calibrated NIPS 2024
YNU-HPCC at SemEval-2024 Task 5: Regularized Legal-BERT for Legal Argument Reasoning Task in Civil Procedure NAACL 2024
Multilingual Diversity Improves Vision-Language Representations NIPS 2024
Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler NIPS 2024
Time-MMD: Multi-Domain Multimodal Dataset for Time Series Analysis NIPS 2024
Latent Functional Maps: a spectral framework for representation alignment NIPS 2024
Infusing Synthetic Data with Real-World Patterns for Zero-Shot Material State Segmentation NIPS 2024