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Domain Adaptation

1154 directly classified papers

Papers per year

Papers

EDITnet: A Lightweight Network for Unsupervised Domain Adaptation in Speaker Verification INTERSPEECH 2022
The HCCL System for the NIST SRE21 INTERSPEECH 2022
Unsupervised Domain Adaptation for Nighttime Aerial Tracking CVPR 2022
Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding CVPR 2022
Ev-TTA: Test-Time Adaptation for Event-Based Object Recognition CVPR 2022
Slimmable Domain Adaptation CVPR 2022
MM-TTA: Multi-Modal Test-Time Adaptation for 3D Semantic Segmentation CVPR 2022
Source-Free Domain Adaptation via Distribution Estimation CVPR 2022
Dual Adversarial Adaptation for Cross-Device Real-World Image Super-Resolution CVPR 2022
Interact Before Align: Leveraging Cross-Modal Knowledge for Domain Adaptive Action Recognition CVPR 2022
Lifelong Unsupervised Domain Adaptive Person Re-Identification With Coordinated Anti-Forgetting and Adaptation CVPR 2022
No-Reference Point Cloud Quality Assessment via Domain Adaptation CVPR 2022
Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions EMNLP 2022
Can Subnetwork Structure Be the Key to Out-of-Distribution Generalization? ICML 2021
A Bit More Bayesian: Domain-Invariant Learning with Uncertainty ICML 2021
Differentially Private Sliced Wasserstein Distance ICML 2021
Regularizing towards Causal Invariance: Linear Models with Proxies ICML 2021
A Discriminative Technique for Multiple-Source Adaptation ICML 2021
Causality-aware counterfactual confounding adjustment as an alternative to linear residualization in anticausal prediction tasks based on linear learners ICML 2021
Outside the Echo Chamber: Optimizing the Performative Risk ICML 2021
Environment Inference for Invariant Learning ICML 2021
Stance Detection in COVID-19 Tweets IJCNLP 2021
DILBERT: Customized Pre-Training for Domain Adaptation with Category Shift, with an Application to Aspect Extraction EMNLP 2021
Pre-train or Annotate? Domain Adaptation with a Constrained Budget EMNLP 2021
Cross-Domain Label-Adaptive Stance Detection EMNLP 2021