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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

An Overview of Uncertainty Calibration for Text Classification and the Role of Distillation IJCNLP 2021
Enhancing Diversity in Teacher-Student Networks via Asymmetric Branches for Unsupervised Person Re-Identification WACV 2021
Unsupervised Cross-Domain Prerequisite Chain Learning using Variational Graph Autoencoders ACL 2021
cs60075_team2 at SemEval-2021 Task 1 : Lexical Complexity Prediction using Transformer-based Language Models pre-trained on various text corpora IJCNLP 2021
Domain Adaptive YOLO for One-Stage Cross-Domain Detection ACML 2021
Community-level Research on Suicidality Prediction in a Secure Environment: Overview of the CLPsych 2021 Shared Task NAACL 2021
AStarTwice at SemEval-2021 Task 5: Toxic Span Detection Using RoBERTa-CRF, Domain Specific Pre-Training and Self-Training ACL 2021
Personalized Image Semantic Segmentation ICCV 2021
Self-Supervised Domain Adaptation for Forgery Localization of JPEG Compressed Images ICCV 2021
Voice Activity Detection with Teacher-Student Domain Emulation INTERSPEECH 2021
SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation ICCV 2021
Unsupervised Multi-View Post-OCR Error Correction With Language Models EMNLP 2021
Attention Is Not Enough: Mitigating the Distribution Discrepancy in Asynchronous Multimodal Sequence Fusion ICCV 2021
Knowledge-Aware Meta-learning for Low-Resource Text Classification EMNLP 2021
Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings ICML 2021
Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation AAAI 2021
Multi-Source Domain Adaptation With Collaborative Learning for Semantic Segmentation CVPR 2021
Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data ACL 2021
Unsupervised Out-of-Domain Detection via Pre-trained Transformers ACL 2021
Machine Translation into Low-resource Language Varieties ACL 2021
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking ACL 2021
Explicitly Capturing Relations between Entity Mentions via Graph Neural Networks for Domain-specific Named Entity Recognition ACL 2021
Compound or Term Features? Analyzing Salience in Predicting the Difficulty of German Noun Compounds across Domains ACL 2021
Bottleneck Identification to Semantic Segmentation of Industrial 3D Point Cloud Scene via Deep Learning IJCAI 2021
The Unbalanced Gromov Wasserstein Distance: Conic Formulation and Relaxation NIPS 2021