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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

Controllable Semantic Parsing via Retrieval Augmentation EMNLP 2021
Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection EMNLP 2021
Unsupervised Real-World Super-Resolution: A Domain Adaptation Perspective ICCV 2021
Exploiting Auxiliary Data for Offensive Language Detection with Bidirectional Transformers ACL 2021
CDS: Cross-Domain Self-Supervised Pre-Training ICCV 2021
Gradient Distribution Alignment Certificates Better Adversarial Domain Adaptation ICCV 2021
Physics-Based Differentiable Depth Sensor Simulation ICCV 2021
Speak or Chat with Me: End-to-End Spoken Language Understanding System with Flexible Inputs INTERSPEECH 2021
RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening CVPR 2021
Residual Adapters for Parameter-Efficient ASR Adaptation to Atypical and Accented Speech EMNLP 2021
Semi-Supervised Domain Adaptation Based on Dual-Level Domain Mixing for Semantic Segmentation CVPR 2021
Does enforcing fairness mitigate biases caused by subpopulation shift? NIPS 2021
Different Strokes for Different Folks: Investigating Appropriate Further Pre-training Approaches for Diverse Dialogue Tasks EMNLP 2021
Unbiased Mean Teacher for Cross-Domain Object Detection CVPR 2021
Speech Activity Detection Based on Multilingual Speech Recognition System INTERSPEECH 2021
TEBNER: Domain Specific Named Entity Recognition with Type Expanded Boundary-aware Network EMNLP 2021
Improving Federated Learning for Aspect-based Sentiment Analysis via Topic Memories EMNLP 2021
A Multi-Mode Modulator for Multi-Domain Few-Shot Classification ICCV 2021
Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation AAAI 2021
Finding Sparse Structures for Domain Specific Neural Machine Translation AAAI 2021
Robust Domain Adaptation: Representations, Weights and Inductive Bias (Extended Abstract) IJCAI 2021
Rethinking Neural Operations for Diverse Tasks NIPS 2021
AVocaDo: Strategy for Adapting Vocabulary to Downstream Domain EMNLP 2021
To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning EMNLP 2021
Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition ACL 2021