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domain adaptation

4578 papers

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Also known as

DANN UNIDA UDA DA DAPT

Co-occurring keywords

transfer learning (5442) unsupervised learning (3255) large language model (12755) semantic segmentation (3179) domain generalization (1517) representation learning (6174) neural machine translation (2310) adversarial learning (1592) text classification (6776) knowledge distillation (3680)

Papers

Group-aware Label Transfer for Domain Adaptive Person Re-identification CVPR 2021
Adaptive Methods for Real-World Domain Generalization CVPR 2021
Cross-Domain Similarity Learning for Face Recognition in Unseen Domains CVPR 2021
VIGOR: Cross-View Image Geo-Localization Beyond One-to-One Retrieval CVPR 2021
Adaptive Risk Minimization: Learning to Adapt to Domain Shift NIPS 2021
Why Do Better Loss Functions Lead to Less Transferable Features? NIPS 2021
Non-local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation NIPS 2021
Towards Optimal Strategies for Training Self-Driving Perception Models in Simulation NIPS 2021
Aligning Silhouette Topology for Self-Adaptive 3D Human Pose Recovery NIPS 2021
CLDA: Contrastive Learning for Semi-Supervised Domain Adaptation NIPS 2021
argmax centroid NIPS 2021
Robustness via Uncertainty-aware Cycle Consistency NIPS 2021
Partial transfusion: on the expressive influence of trainable batch norm parameters for transfer learning MIDL 2021
Multi-Branch Network for Cross-Subject EEG-based Emotion Recognition ACML 2021
Domain Adaptation Using System Invariant Dynamics Models L4DC 2021
Adapting Wireless Mesh Network Configuration from Simulation to Reality via Deep Learning based Domain Adaptation NSDI 2021
Most: multi-source domain adaptation via optimal transport for student-teacher learning UAI 2021
Policy Transfer across Visual and Dynamics Domain Gaps via Iterative Grounding RSS 2021
GROUNDED: The Localizing Ground Penetrating Radar Evaluation Dataset RSS 2021
UoB at SemEval-2021 Task 5: Extending Pre-Trained Language Models to Include Task and Domain-Specific Information for Toxic Span Prediction SEMEVAL 2021
OPUS-CAT: Desktop NMT with CAT integration and local fine-tuning EACL 2021
Pseudo-Label Guided Unsupervised Domain Adaptation of Contextual Embeddings EACL 2021
Addressing Zero-Resource Domains Using Document-Level Context in Neural Machine Translation EACL 2021
Domain Adaptation for NMT via Filtered Iterative Back-Translation EACL 2021
Keep Learning: Self-supervised Meta-learning for Learning from Inference EACL 2021