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Domain Adaptation

1154 directly classified papers

Papers per year

Papers

Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation ICML 2022
A Closer Look at Smoothness in Domain Adversarial Training ICML 2022
Graph Neural Architecture Search Under Distribution Shifts ICML 2022
A Differential Entropy Estimator for Training Neural Networks ICML 2022
Efficient Test-Time Model Adaptation without Forgetting ICML 2022
Disentangled Federated Learning for Tackling Attributes Skew via Invariant Aggregation and Diversity Transferring ICML 2022
Confidence Score for Source-Free Unsupervised Domain Adaptation ICML 2022
Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation ICML 2022
ADeLA: Automatic Dense Labeling With Attention for Viewpoint Shift in Semantic Segmentation CVPR 2022
Domain Adaptation for Question Answering via Question Classification COLING 2022
DoSEA: A Domain-specific Entity-aware Framework for Cross-Domain Named Entity Recogition COLING 2022
Improving Fake News Detection of Influential Domain via Domain- and Instance-Level Transfer COLING 2022
Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIs COLING 2022
Unsupervised Domain Adaptation for Text Classification via Meta Self-Paced Learning COLING 2022
Learn2Weight: Parameter Adaptation against Similar-domain Adversarial Attacks COLING 2022
Deep Transductive Transfer Regression Network for Cross-Corpus Speech Emotion Recognition INTERSPEECH 2022
Environment Aware Text-to-Speech Synthesis INTERSPEECH 2022
Joint domain adaptation and speech bandwidth extension using time-domain GANs for speaker verification INTERSPEECH 2022
Domain Adversarial Self-Supervised Speech Representation Learning for Improving Unknown Domain Downstream Tasks INTERSPEECH 2022
ASR-Robust Natural Language Understanding on ASR-GLUE dataset INTERSPEECH 2022
NASTAR: Noise Adaptive Speech Enhancement with Target-Conditional Resampling INTERSPEECH 2022
Audio Pyramid Transformer with Domain Adaption for Weakly Supervised Sound Event Detection and Audio Classification INTERSPEECH 2022
Audio-Visual Domain Adaptation Feature Fusion for Speech Emotion Recognition INTERSPEECH 2022
Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation INTERSPEECH 2022
Text-Only Domain Adaptation Based on Intermediate CTC INTERSPEECH 2022