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Domain Adaptation

1154 directly classified papers

Papers per year

Papers

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
Partial disentanglement for domain adaptation ICML 2022
Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation ICML 2022
Domain Adaptation for Arabic Crisis Response EMNLP 2022
Domain Adaptation for Time Series Forecasting via Attention Sharing ICML 2022
Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic Responses ICML 2022
Cross-Domain Adaptive Teacher for Object Detection CVPR 2022
Geometric Anchor Correspondence Mining With Uncertainty Modeling for Universal Domain Adaptation CVPR 2022
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation CVPR 2022
Multi-Granularity Alignment Domain Adaptation for Object Detection CVPR 2022
Exploring The Landscape of Distributional Robustness for Question Answering Models EMNLP 2022
AdaptPose: Cross-Dataset Adaptation for 3D Human Pose Estimation by Learnable Motion Generation CVPR 2022
Unpaired Deep Image Deraining Using Dual Contrastive Learning CVPR 2022
VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding EMNLP 2022
Towards Low-Cost and Efficient Malaria Detection CVPR 2022
Time Waits for No One! Analysis and Challenges of Temporal Misalignment NAACL 2022
ConfliBERT: A Pre-trained Language Model for Political Conflict and Violence NAACL 2022
Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation NAACL 2022
Cross-Lingual Event Detection via Optimized Adversarial Training NAACL 2022
DEMix Layers: Disentangling Domains for Modular Language Modeling NAACL 2022