← Learning Types
Machine Learning › Learning Types ›

Domain Adaptation

1154 directly classified papers

Papers per year

Papers

Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP EMNLP 2021
APGN: Adversarial and Parameter Generation Networks for Multi-Source Cross-Domain Dependency Parsing EMNLP 2021
Unsupervised Domain Adaptation Method with Semantic-Structural Alignment for Dependency Parsing EMNLP 2021
Silent versus Modal Multi-Speaker Speech Recognition from Ultrasound and Video INTERSPEECH 2021
A Noise Robust Method for Word-Level Pronunciation Assessment INTERSPEECH 2021
Unsupervised Bayesian Adaptation of PLDA for Speaker Verification INTERSPEECH 2021
Deep Feature CycleGANs: Speaker Identity Preserving Non-Parallel Microphone-Telephone Domain Adaptation for Speaker Verification INTERSPEECH 2021
Multi-Level Transfer Learning from Near-Field to Far-Field Speaker Verification INTERSPEECH 2021
Unsupervised Multi-Target Domain Adaptation for Acoustic Scene Classification INTERSPEECH 2021
Low Resource ASR: The Surprising Effectiveness of High Resource Transliteration INTERSPEECH 2021
Bayesian Parametric and Architectural Domain Adaptation of LF-MMI Trained TDNNs for Elderly and Dysarthric Speech Recognition INTERSPEECH 2021
Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media EMNLP 2021
Improving Multi-Party Dialogue Discourse Parsing via Domain Integration EMNLP 2021
Improving Span Representation for Domain-adapted Coreference Resolution EMNLP 2021
LISN @ WMT 2021 EMNLP 2021
Dynamic Terminology Integration for COVID-19 and Other Emerging Domains EMNLP 2021
Huawei AARC’s Submissions to the WMT21 Biomedical Translation Task: Domain Adaption from a Practical Perspective EMNLP 2021
Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling EMNLP 2021
Robust Domain Adaptation: Representations, Weights and Inductive Bias (Extended Abstract) IJCAI 2021
Active Universal Domain Adaptation ICCV 2021
Semantic Concentration for Domain Adaptation ICCV 2021
I3Net: Implicit Instance-Invariant Network for Adapting One-Stage Object Detectors CVPR 2021
In the Light of Feature Distributions: Moment Matching for Neural Style Transfer CVPR 2021
Domain Consensus Clustering for Universal Domain Adaptation CVPR 2021
UnrealPerson: An Adaptive Pipeline Towards Costless Person Re-Identification CVPR 2021