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Domain Adaptation

1154 directly classified papers

Papers per year

Papers

Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness ACL 2022
Efficient Machine Translation Domain Adaptation ACL 2022
DINE: Domain Adaptation From Single and Multiple Black-Box Predictors CVPR 2022
Contrastive Regression for Domain Adaptation on Gaze Estimation CVPR 2022
Distinguishing Unseen From Seen for Generalized Zero-Shot Learning CVPR 2022
FIFO: Learning Fog-Invariant Features for Foggy Scene Segmentation CVPR 2022
Source-Free Object Detection by Learning To Overlook Domain Style CVPR 2022
Generalizing Gaze Estimation With Rotation Consistency CVPR 2022
Towards Robust Adaptive Object Detection Under Noisy Annotations CVPR 2022
Enhancing Unsupervised Domain Adaptation via Semantic Similarity Constraint for Medical Image Segmentation IJCAI 2022
Learning Unforgotten Domain-Invariant Representations for Online Unsupervised Domain Adaptation IJCAI 2022
When Transfer Learning Meets Cross-City Urban Flow Prediction: Spatio-Temporal Adaptation Matters IJCAI 2022
Domain Adaptation via Maximizing Surrogate Mutual Information IJCAI 2022
Domain Adversarial Learning for Color Constancy IJCAI 2022
Few-Shot Adaptation of Pre-Trained Networks for Domain Shift IJCAI 2022
Multi-level Consistency Learning for Semi-supervised Domain Adaptation IJCAI 2022
Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment IJCAI 2022
AQT: Adversarial Query Transformers for Domain Adaptive Object Detection IJCAI 2022
The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by Normalization CVPR 2022
Spectral Unsupervised Domain Adaptation for Visual Recognition CVPR 2022
Estimating Soft Labels for Out-of-Domain Intent Detection EMNLP 2022
Non-Parametric Domain Adaptation for End-to-End Speech Translation EMNLP 2022
Improving Task-free Continual Learning by Distributionally Robust Memory Evolution ICML 2022
Understanding Gradual Domain Adaptation: Improved Analysis, Optimal Path and Beyond ICML 2022
Tackling covariate shift with node-based Bayesian neural networks ICML 2022