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Domain Adaptation

854 directly classified papers

Papers per year

Papers

Variational Model Perturbation for Source-Free Domain Adaptation NIPS 2022
Contrastive Adapters for Foundation Model Group Robustness NIPS 2022
Test Time Adaptation via Conjugate Pseudo-labels NIPS 2022
When Does Group Invariant Learning Survive Spurious Correlations? NIPS 2022
Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning NIPS 2022
Distribution-Informed Neural Networks for Domain Adaptation Regression NIPS 2022
Knowledge Distillation Improves Graph Structure Augmentation for Graph Neural Networks NIPS 2022
Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts NIPS 2022
Physically Disentangled Intra- and Inter-Domain Adaptation for Varicolored Haze Removal CVPR 2022
Domain Adaptation for Arabic Crisis Response EMNLP 2022
Additive Interventions Yield Robust Multi-Domain Machine Translation Models EMNLP 2022
Robust Domain Adaptation for Pre-trained Multilingual Neural Machine Translation Models EMNLP 2022
Legal Named Entity Recognition with Multi-Task Domain Adaptation EMNLP 2022
HW-TSC Translation Systems for the WMT22 Chat Translation Task EMNLP 2022
Practical Benefits of Feature Feedback Under Distribution Shift EMNLP 2022
Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs: Let’s Keep It Simple EMNLP 2022
Physically-Based Face Rendering for NIR-VIS Face Recognition NIPS 2022
Multimodal Robustness for Neural Machine Translation EMNLP 2022
Prompt-based Distribution Alignment for Domain Generalization in Text Classification EMNLP 2022
Chunk-based Nearest Neighbor Machine Translation EMNLP 2022
Tiny-NewsRec: Effective and Efficient PLM-based News Recommendation EMNLP 2022
Large-scale Machine Translation for Indian Languages in E-commerce under Low Resource Constraints EMNLP 2022
Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios EMNLP 2022
Unsupervised Domain Adaptation for Joint Information Extraction EMNLP 2022
Mixed-effects transformers for hierarchical adaptation EMNLP 2022