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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

PropBank Comes of Age—Larger, Smarter, and more Diverse NAACL 2022
Unsupervised Reinforcement Adaptation for Class-Imbalanced Text Classification NAACL 2022
Table Retrieval May Not Necessitate Table-specific Model Design NAACL 2022
Punctuation Restoration in Spanish Customer Support Transcripts using Transfer Learning NAACL 2022
IDANI: Inference-time Domain Adaptation via Neuron-level Interventions NAACL 2022
Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions AAAI 2022
HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images AAAI 2022
Dynamically Refined Regularization for Improving Cross-corpora Hate Speech Detection ACL 2022
Detecting False Claims in Low-Resource Regions: A Case Study of Caribbean Islands ACL 2022
Unsupervised Domain Adaptation for Question Generation with DomainData Selection and Self-training NAACL 2022
Continual Machine Reading Comprehension via Uncertainty-aware Fixed Memory and Adversarial Domain Adaptation NAACL 2022
MultiVerS: Improving scientific claim verification with weak supervision and full-document context NAACL 2022
So Different Yet So Alike! Constrained Unsupervised Text Style Transfer ACL 2022
Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification ACL 2022
Residual Language Model for End-to-end Speech Recognition INTERSPEECH 2022
Unsupervised domain adaptation for speech recognition with unsupervised error correction INTERSPEECH 2022
Do Learned Representations Respect Causal Relationships? CVPR 2022
VisualGPT: Data-Efficient Adaptation of Pretrained Language Models for Image Captioning CVPR 2022
Towards Multi-Domain Single Image Dehazing via Test-Time Training CVPR 2022
Contrastive Regression for Domain Adaptation on Gaze Estimation CVPR 2022
A Study on Entity Linking Across Domains: Which Data is Best for Fine-Tuning? ACL 2022
Deep Vanishing Point Detection: Geometric Priors Make Dataset Variations Vanish CVPR 2022
Revisiting Learnable Affines for Batch Norm in Few-Shot Transfer Learning CVPR 2022
Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation ACL 2022
Entity Extraction in Low Resource Domains with Selective Pre-training of Large Language Models EMNLP 2022