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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

GRACE: Gradient-guided Controllable Retrieval for Augmenting Attribute-based Text Generation ACL 2023
Joint Speech Transcription and Translation: Pseudo-Labeling with Out-of-Distribution Data ACL 2023
RDumb: A simple approach that questions our progress in continual test-time adaptation NIPS 2023
Improving the Generalizability of Collaborative Dialogue Analysis With Multi-Feature Embeddings EACL 2023
Low-Resource Compositional Semantic Parsing with Concept Pretraining EACL 2023
RAIN: RegulArization on Input and Network for Black-Box Domain Adaptation IJCAI 2023
Semi-supervised Domain Adaptation in Graph Transfer Learning IJCAI 2023
Exploring Safety Supervision for Continual Test-time Domain Adaptation IJCAI 2023
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