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domain adaptation

4595 papers

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DA

Co-occurring keywords

transfer learning (5449) unsupervised learning (3264) large language model (13587) semantic segmentation (3186) domain generalization (1522) representation learning (6206) neural machine translation (2310) adversarial learning (1595) text classification (6793) knowledge distillation (3725)

Papers

Multi-Domain Incremental Learning for Semantic Segmentation WACV 2022
Multi-Domain Semantic Segmentation With Overlapping Labels WACV 2022
To Miss-Attend Is to Misalign! Residual Self-Attentive Feature Alignment for Adapting Object Detectors WACV 2022
Invariance Learning based on Label Hierarchy NIPS 2022
A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck COLING 2022
DoSEA: A Domain-specific Entity-aware Framework for Cross-Domain Named Entity Recogition COLING 2022
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting COLING 2022
Meta-Learning Dynamics Forecasting Using Task Inference NIPS 2022
NASTAR: Noise Adaptive Speech Enhancement with Target-Conditional Resampling INTERSPEECH 2022
Interpretable dysarthric speaker adaptation based on optimal-transport INTERSPEECH 2022
Federated Domain Adaptation for ASR with Full Self-Supervision INTERSPEECH 2022
Domain Prompts: Towards memory and compute efficient domain adaptation of ASR systems INTERSPEECH 2022
Text-Only Domain Adaptation Based on Intermediate CTC INTERSPEECH 2022
Incremental Layer-Wise Self-Supervised Learning for Efficient Unsupervised Speech Domain Adaptation On Device INTERSPEECH 2022
CS-BERT: a pretrained model for customer service dialogues EMNLP 2021
SemEval-2021 Task 10: Source-Free Domain Adaptation for Semantic Processing ACL 2021
Improving Adversarial Robustness via Unlabeled Out-of-Domain Data AISTATS 2021
Towards Robust Model Reuse in the Presence of Latent Domains IJCAI 2021
TIDOT: A Teacher Imitation Learning Approach for Domain Adaptation with Optimal Transport IJCAI 2021
Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation IJCAI 2021
Differentially Private Correlation Alignment for Domain Adaptation IJCAI 2021
Domain adaptation under structural causal models JMLR 2021
Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-Learning ACL 2021
An Effective Mutual Mean Teaching Based Domain Adaptation Method for Sound Event Detection INTERSPEECH 2021
Team02 Text-Independent Speaker Verification System for SdSV Challenge 2021 INTERSPEECH 2021