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Domain Adaptation

106 directly classified papers

Papers per year

Papers

Invariant Information Bottleneck for Domain Generalization AAAI 2022
Multiple-Source Domain Adaptation via Coordinated Domain Encoders and Paired Classifiers AAAI 2022
Evidential Neighborhood Contrastive Learning for Universal Domain Adaptation AAAI 2022
Keypoint-Guided Optimal Transport with Applications in Heterogeneous Domain Adaptation NIPS 2022
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation NIPS 2022
Generalizable Pedestrian Detection: The Elephant in the Room CVPR 2021
Plug-and-Play Domain Adaptation for Cross-Subject EEG-based Emotion Recognition AAAI 2021
Unsupervised Domain Adaptation for Semantic Segmentation by Content Transfer AAAI 2021
CrossNER: Evaluating Cross-Domain Named Entity Recognition AAAI 2021
SRDAN: Scale-Aware and Range-Aware Domain Adaptation Network for Cross-Dataset 3D Object Detection CVPR 2021
Conditional Bures Metric for Domain Adaptation CVPR 2021
HLA-Face: Joint High-Low Adaptation for Low Light Face Detection CVPR 2021
Dynamic Weighted Learning for Unsupervised Domain Adaptation CVPR 2021
MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection CVPR 2021
Generalized Domain Adaptation CVPR 2021
Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation CVPR 2021
Partial Feature Selection and Alignment for Multi-Source Domain Adaptation CVPR 2021
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation CVPR 2021
Dynamic Transfer for Multi-Source Domain Adaptation CVPR 2021
Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding EMNLP 2021
A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS Tagging EMNLP 2021
APGN: Adversarial and Parameter Generation Networks for Multi-Source Cross-Domain Dependency Parsing EMNLP 2021
Adversarial Reweighting for Partial Domain Adaptation NIPS 2021
The balancing principle for parameter choice in distance-regularized domain adaptation NIPS 2021
Self-Supervised Domain-Aware Generative Network for Generalized Zero-Shot Learning CVPR 2020