Domain Adaptation

Domain Consensus Clustering for Universal Domain Adaptation CVPR 2021 Domain-Robust VQA With Diverse Datasets and Methods but No Target Labels CVPR 2021 DRANet: Disentangling Representation and Adaptation Networks for Unsupervised Cross-Domain Adaptation CVPR 2021 Dual Distribution Alignment Network for Generalizable Person Re-Identification AAAI 2021 Dynamic Domain Adaptation for Efficient Inference CVPR 2021 Dynamic to Static Lidar Scan Reconstruction Using Adversarially Trained Auto Encoder AAAI 2021 Dynamic Transfer for Multi-Source Domain Adaptation CVPR 2021 Efficient Domain Adaptation of Language Models via Adaptive Tokenization EMNLP 2021 ePointDA: An End-to-End Simulation-to-Real Domain Adaptation Framework for LiDAR Point Cloud Segmentation AAAI 2021 Error-Aware Density Isomorphism Reconstruction for Unsupervised Cross-Domain Crowd Counting AAAI 2021 Exploiting Diverse Characteristics and Adversarial Ambivalence for Domain Adaptive Segmentation AAAI 2021 Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification AAAI 2021 FaceInpainter: High Fidelity Face Adaptation to Heterogeneous Domains CVPR 2021 Frequency Consistent Adaptation for Real World Super Resolution AAAI 2021 From Synthetic to Real: Unsupervised Domain Adaptation for Animal Pose Estimation CVPR 2021 FSDR: Frequency Space Domain Randomization for Domain Generalization CVPR 2021 Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection EMNLP 2021 Generalizable Pedestrian Detection: The Elephant in the Room CVPR 2021 Generalization on Unseen Domains via Inference-Time Label-Preserving Target Projections CVPR 2021 Generalized Domain Adaptation CVPR 2021 Group-aware Label Transfer for Domain Adaptive Person Re-identification CVPR 2021 High Frequent In-domain Words Segmentation and Forward Translation for the WMT21 Biomedical Task EMNLP 2021 How Does the Combined Risk Affect the Performance of Unsupervised Domain Adaptation Approaches? AAAI 2021 Huawei AARC’s Submissions to the WMT21 Biomedical Translation Task: Domain Adaption from a Practical Perspective EMNLP 2021 I3Net: Implicit Instance-Invariant Network for Adapting One-Stage Object Detectors CVPR 2021