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domain adaptation

4595 papers

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Also known as

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

Independent Feature Decomposition and Instance Alignment for Unsupervised Domain Adaptation IJCAI 2023
ICDA: Illumination-Coupled Domain Adaptation Framework for Unsupervised Nighttime Semantic Segmentation IJCAI 2023
Dual Alignment Unsupervised Domain Adaptation for Video-Text Retrieval CVPR 2023
Vector Quantization With Self-Attention for Quality-Independent Representation Learning CVPR 2023
Leveraging Domain Knowledge for Inclusive and Bias-aware Humanitarian Response Entry Classification IJCAI 2023
Tracking Different Ant Species: An Unsupervised Domain Adaptation Framework and a Dataset for Multi-object Tracking IJCAI 2023
Rethinking Semi-supervised Learning with Language Models ACL 2023
A Simple Yet Strong Domain-Agnostic De-bias Method for Zero-Shot Sentiment Classification ACL 2023
Adapting Neural Link Predictors for Data-Efficient Complex Query Answering NIPS 2023
Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions CVPR 2023
Improving Named Entity Recognition via Bridge-based Domain Adaptation ACL 2023
Smoothness Similarity Regularization for Few-Shot GAN Adaptation ICCV 2023
Exploring Zero and Few-shot Techniques for Intent Classification ACL 2023
Adversarially Masking Synthetic To Mimic Real: Adaptive Noise Injection for Point Cloud Segmentation Adaptation CVPR 2023
Counting Crowds in Bad Weather ICCV 2023
Reducing Annotation Effort by Identifying and Labeling Contextually Diverse Classes for Semantic Segmentation Under Domain Shift WACV 2023
MilaNLP at SemEval-2023 Task 10: Ensembling Domain-Adapted and Regularized Pretrained Language Models for Robust Sexism Detection ACL 2023
Exploring the Impact of Corpus Diversity on Financial Pretrained Language Models EMNLP 2023
Decompose, Adjust, Compose: Effective Normalization by Playing With Frequency for Domain Generalization CVPR 2023
On the Transferability of Visually Grounded PCFGs EMNLP 2023
Example-based Hypernetworks for Multi-source Adaptation to Unseen Domains EMNLP 2023
Domain Adaptation for Conversational Query Production with the RAG Model Feedback EMNLP 2023
Always the Best Fit: Adaptive Domain Gap Filling from Causal Perspective for Few-Shot Relation Extraction EMNLP 2023
KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model EMNLP 2023
Diversifying language models for lesser-studied languages and language-usage contexts: A case of second language Korean EMNLP 2023