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Domain Adaptation

1154 directly classified papers

Papers per year

Papers

Dynamically Instance-Guided Adaptation: A Backward-Free Approach for Test-Time Domain Adaptive Semantic Segmentation CVPR 2023
SGEM: Test-Time Adaptation for Automatic Speech Recognition via Sequential-Level Generalized Entropy Minimization INTERSPEECH 2023
Source-Free Adaptive Gaze Estimation by Uncertainty Reduction CVPR 2023
Parameter-Efficient Learning for Text-to-Speech Accent Adaptation INTERSPEECH 2023
Learning Transformations To Reduce the Geometric Shift in Object Detection CVPR 2023
MOT: Masked Optimal Transport for Partial Domain Adaptation CVPR 2023
MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation CVPR 2023
Text-only domain adaptation for end-to-end ASR using integrated text-to-mel-spectrogram generator INTERSPEECH 2023
On Balancing Bias and Variance in Unsupervised Multi-Source-Free Domain Adaptation ICML 2023
Bi-Directional Distribution Alignment for Transductive Zero-Shot Learning CVPR 2023
ODS: Test-Time Adaptation in the Presence of Open-World Data Shift ICML 2023
Text Only Domain Adaptation with Phoneme Guided Data Splicing for End-to-End Speech Recognition INTERSPEECH 2023
TTA-COPE: Test-Time Adaptation for Category-Level Object Pose Estimation CVPR 2023
Domain Adaptation for Speech Enhancement in a Large Domain Gap INTERSPEECH 2023
On Pitfalls of Test-Time Adaptation ICML 2023
3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds CVPR 2023
Modular Domain Adaptation for Conformer-Based Streaming ASR INTERSPEECH 2023
Learning Adaptive Dense Event Stereo From the Image Domain CVPR 2023
Double-Weighting for Covariate Shift Adaptation ICML 2023
FREDOM: Fairness Domain Adaptation Approach to Semantic Scene Understanding CVPR 2023
Taxonomy-Structured Domain Adaptation ICML 2023
C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation CVPR 2023
Structural Re-weighting Improves Graph Domain Adaptation ICML 2023
Adjustment and Alignment for Unbiased Open Set Domain Adaptation CVPR 2023
SOT: Self-supervised Learning-Assisted Optimal Transport for Unsupervised Adaptive Speech Emotion Recognition INTERSPEECH 2023