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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

Comparison of methods for explicit discourse connective identification across various domains EMNLP 2021
Counterfactual Matters: Intrinsic Probing For Dialogue State Tracking EMNLP 2021
Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction Prediction IJCAI 2021
Cross-Domain Few-Shot Classification via Adversarial Task Augmentation IJCAI 2021
Predicting the Success of Domain Adaptation in Text Similarity ACL 2021
Cross-modal Domain Adaptation for Cost-Efficient Visual Reinforcement Learning NIPS 2021
Semi-supervised Meta-learning for Cross-domain Few-shot Intent Classification ACL 2021
Zero-Shot Day-Night Domain Adaptation With a Physics Prior ICCV 2021
cs60075_team2 at SemEval-2021 Task 1 : Lexical Complexity Prediction using Transformer-based Language Models pre-trained on various text corpora ACL 2021
Using Confidential Data for Domain Adaptation of Neural Machine Translation NAACL 2021
Self-Supervised Real-to-Sim Scene Generation ICCV 2021
Multi-source Neural Topic Modeling in Multi-view Embedding Spaces NAACL 2021
Pruning-then-Expanding Model for Domain Adaptation of Neural Machine Translation NAACL 2021
Domain Adaptation for Arabic Cross-Domain and Cross-Dialect Sentiment Analysis from Contextualized Word Embedding NAACL 2021
Near-Optimal Linear Regression under Distribution Shift ICML 2021
Effectiveness of Pre-training for Few-shot Intent Classification EMNLP 2021
ODIST: Open World Classification via Distributionally Shifted Instances EMNLP 2021
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks NAACL 2021
Environment Inference for Invariant Learning ICML 2021
Silent versus Modal Multi-Speaker Speech Recognition from Ultrasound and Video INTERSPEECH 2021
BIT’s system for AutoSimulTrans2021 NAACL 2021
Improving Text Auto-Completion with Next Phrase Prediction EMNLP 2021
Removing Inter-Experimental Variability from Functional Data in Systems Neuroscience NIPS 2021
Reducing the Covariate Shift by Mirror Samples in Cross Domain Alignment NIPS 2021
Low-Fidelity Video Encoder Optimization for Temporal Action Localization NIPS 2021