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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

Knowledge Sharing via Domain Adaptation in Customs Fraud Detection AAAI 2022
Minimally-Supervised Joint Learning of Event Volitionality and Subject Animacy Classification AAAI 2022
Learning to Transfer with von Neumann Conditional Divergence AAAI 2022
Optimal Tensor Transport AAAI 2022
OA-FSUI2IT: A Novel Few-Shot Cross Domain Object Detection Framework with Object-Aware Few-Shot Unsupervised Image-to-Image Translation AAAI 2022
Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation AAAI 2022
Multi-Centroid Representation Network for Domain Adaptive Person Re-ID AAAI 2022
Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation AAAI 2022
Cross-Dataset Collaborative Learning for Semantic Segmentation in Autonomous Driving AAAI 2022
SCAN: Cross Domain Object Detection with Semantic Conditioned Adaptation AAAI 2022
Lifelong Person Re-identification by Pseudo Task Knowledge Preservation AAAI 2022
Adversarial Soft Prompt Tuning for Cross-Domain Sentiment Analysis ACL 2022
Domain Generalisation of NMT: Fusing Adapters with Leave-One-Domain-Out Training ACL 2022
DS-TOD: Efficient Domain Specialization for Task-Oriented Dialog ACL 2022
A Transformational Biencoder with In-Domain Negative Sampling for Zero-Shot Entity Linking ACL 2022
Enhancing Natural Language Representation with Large-Scale Out-of-Domain Commonsense ACL 2022
DaLC: Domain Adaptation Learning Curve Prediction for Neural Machine Translation ACL 2022
Modular Domain Adaptation ACL 2022
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora ACL 2022
DeepBlues@LT-EDI-ACL2022: Depression level detection modelling through domain specific BERT and short text Depression classifiers ACL 2022
Efficient Machine Translation Domain Adaptation ACL 2022
Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data ACL 2022
Neighbors Are Not Strangers: Improving Non-Autoregressive Translation under Low-Frequency Lexical Constraints NAACL 2022
Few-Shot Document-Level Relation Extraction NAACL 2022
Cross-Lingual Event Detection via Optimized Adversarial Training NAACL 2022