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domain adaptation

4595 papers

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Also known as

DA

Co-occurring keywords

transfer learning (5449) unsupervised learning (3264) large language model (13587) semantic segmentation (3186) domain generalization (1522) representation learning (6206) neural machine translation (2310) adversarial learning (1595) text classification (6793) knowledge distillation (3725)

Papers

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
Few Shot Dialogue State Tracking using Meta-learning EACL 2021
Dynamic Ensembles in Named Entity Recognition for Historical Arabic Texts EACL 2021
Conditional Adversarial Networks for Multi-Domain Text Classification EACL 2021
The Source-Target Domain Mismatch Problem in Machine Translation EACL 2021
AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER IJCNLP 2021
Multi-Task Retrieval for Knowledge-Intensive Tasks IJCNLP 2021
CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes IJCNLP 2021
Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-Learning IJCNLP 2021