Domain Adaptation

Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification ACL 2022 Domain Generalisation of NMT: Fusing Adapters with Leave-One-Domain-Out Training ACL 2022 Domain Reconstruction for UWB Car Key Localization Using Generative Adversarial Networks AAAI 2022 DS-TOD: Efficient Domain Specialization for Task-Oriented Dialog ACL 2022 Dual Adversarial Adaptation for Cross-Device Real-World Image Super-Resolution CVPR 2022 Easy Adaptation to Mitigate Gender Bias in Multilingual Text Classification NAACL 2022 Enhance Cross-Domain Aspect-Based Sentiment Analysis by Incorporating Commonsense Relational Structure (Student Abstract) AAAI 2022 Ev-TTA: Test-Time Adaptation for Event-Based Object Recognition CVPR 2022 Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment CVPR 2022 FIFO: Learning Fog-Invariant Features for Foggy Scene Segmentation CVPR 2022 Generalizable Cross-Modality Medical Image Segmentation via Style Augmentation and Dual Normalization CVPR 2022 Generalized One-shot Domain Adaptation of Generative Adversarial Networks NeurIPS 2022 Generalizing Gaze Estimation With Rotation Consistency CVPR 2022 GraftNet: Towards Domain Generalized Stereo Matching With a Broad-Spectrum and Task-Oriented Feature CVPR 2022 H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-Domain Weakly Supervised Object Detection CVPR 2022 Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios EMNLP 2022 High-Resolution Image Harmonization via Collaborative Dual Transformations CVPR 2022 HW-TSC Translation Systems for the WMT22 Chat Translation Task EMNLP 2022 HyperDomainNet: Universal Domain Adaptation for Generative Adversarial Networks NeurIPS 2022 Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires ACL 2022 Inharmonious Region Localization by Magnifying Domain Discrepancy AAAI 2022 ITSA: An Information-Theoretic Approach to Automatic Shortcut Avoidance and Domain Generalization in Stereo Matching Networks CVPR 2022 Knowledge Distillation Improves Graph Structure Augmentation for Graph Neural Networks NeurIPS 2022 Large-scale Machine Translation for Indian Languages in E-commerce under Low Resource Constraints EMNLP 2022 Learning ABCs: Approximate Bijective Correspondence for Isolating Factors of Variation With Weak Supervision CVPR 2022