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Domain Adaptation

1154 directly classified papers

Papers per year

Papers

Unsupervised Transfer Components Learning for Cross-Domain Speech Emotion Recognition INTERSPEECH 2023
Parameter-Efficient Learning for Text-to-Speech Accent Adaptation INTERSPEECH 2023
Model Barrier: A Compact Un-Transferable Isolation Domain for Model Intellectual Property Protection CVPR 2023
Text Only Domain Adaptation with Phoneme Guided Data Splicing for End-to-End Speech Recognition INTERSPEECH 2023
Modular Domain Adaptation for Conformer-Based Streaming ASR INTERSPEECH 2023
Object Detection With Self-Supervised Scene Adaptation CVPR 2023
Mitigating Spurious Correlations in Multi-modal Models during Fine-tuning ICML 2023
MOT: Masked Optimal Transport for Partial Domain Adaptation CVPR 2023
Unsupervised Cumulative Domain Adaptation for Foggy Scene Optical Flow CVPR 2023
Dynamically Instance-Guided Adaptation: A Backward-Free Approach for Test-Time Domain Adaptive Semantic Segmentation CVPR 2023
Learning Transformations To Reduce the Geometric Shift in Object Detection CVPR 2023
SGEM: Test-Time Adaptation for Automatic Speech Recognition via Sequential-Level Generalized Entropy Minimization INTERSPEECH 2023
Learning Adaptive Dense Event Stereo From the Image Domain CVPR 2023
Domain Adaptive Self-supervised Training of Automatic Speech Recognition INTERSPEECH 2023
ODS: Test-Time Adaptation in the Presence of Open-World Data Shift ICML 2023
The Path to Continuous Domain Adaptation Improvements by HW-TSC for the WMT23 Biomedical Translation Shared Task EMNLP 2023
On using distribution-based compositionality assessment to evaluate compositional generalisation in machine translation EMNLP 2023
Leveraging Domain Adaptation and Data Augmentation to Improve Qur’anic IR in English and Arabic EMNLP 2023
PODIA-3D: Domain Adaptation of 3D Generative Model Across Large Domain Gap Using Pose-Preserved Text-to-Image Diffusion ICCV 2023
Domain Adaptation for Sentiment Analysis Using Robust Internal Representations EMNLP 2023
Example-based Hypernetworks for Multi-source Adaptation to Unseen Domains EMNLP 2023
Domain Private Transformers for Multi-Domain Dialog Systems EMNLP 2023
Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP EMNLP 2023
Joint Geometrical and Statistical Domain Adaptation for Cross-domain Code Vulnerability Detection EMNLP 2023
Progressive Few-Shot Adaptation of Generative Model with Align-Free Spatial Correlation AAAI 2023