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Domain Adaptation

1154 directly classified papers

Papers per year

Papers

A kernel two-sample test with selection bias UAI 2021
Incorporating causal graphical prior knowledge into predictive modeling via simple data augmentation UAI 2021
Training for the Future: A Simple Gradient Interpolation Loss to Generalize Along Time NIPS 2021
Exploiting Domain-Specific Features to Enhance Domain Generalization NIPS 2021
Learning Transferable Features for Point Cloud Detection via 3D Contrastive Co-training NIPS 2021
Implicit Task-Driven Probability Discrepancy Measure for Unsupervised Domain Adaptation NIPS 2021
TIDOT: A Teacher Imitation Learning Approach for Domain Adaptation with Optimal Transport IJCAI 2021
Adversarial Spectral Kernel Matching for Unsupervised Time Series Domain Adaptation IJCAI 2021
The DKU-Duke-Lenovo System Description for the Fearless Steps Challenge Phase III INTERSPEECH 2021
Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit INTERSPEECH 2021
TermMind: Alibaba’s WMT21 Machine Translation Using Terminologies Task Submission EMNLP 2021
Findings of the WMT Shared Task on Machine Translation Using Terminologies EMNLP 2021
Counterfactual Matters: Intrinsic Probing For Dialogue State Tracking EMNLP 2021
WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER EMNLP 2021
Learning from Biased Data: A Semi-Parametric Approach ICML 2021
A Theory of Label Propagation for Subpopulation Shift ICML 2021
MLSL: Multi-Level Self-Supervised Learning for Domain Adaptation with Spatially Independent and Semantically Consistent Labeling WACV 2020
Using Silence MR Image to Synthesise Dynamic MRI Vocal Tract Data of CV INTERSPEECH 2020
Online Depth Learning Against Forgetting in Monocular Videos CVPR 2020
Learning with Feature and Distribution Evolvable Streams ICML 2020
Segment-Level Effects of Gender, Nationality and Emotion Information on Text-Independent Speaker Verification INTERSPEECH 2020
Modeling Electrical Motor Dynamics Using Encoder-Decoder with Recurrent Skip Connection AAAI 2020
Unsupervised Domain Adaptation on Reading Comprehension AAAI 2020
Action Segmentation With Joint Self-Supervised Temporal Domain Adaptation CVPR 2020
Calibrated Prediction with Covariate Shift via Unsupervised Domain Adaptation AISTATS 2020