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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

Improving negation detection with negation-focused pre-training NAACL 2022
CASIA at SemEval-2022 Task 11: Chinese Named Entity Recognition for Complex and Ambiguous Entities SEMEVAL 2022
OoDHDR-Codec: Out-of-Distribution Generalization for HDR Image Compression AAAI 2022
A Nested Bi-level Optimization Framework for Robust Few Shot Learning AAAI 2022
FedProto: Federated Prototype Learning across Heterogeneous Clients AAAI 2022
Powering Finetuning in Few-Shot Learning: Domain-Agnostic Bias Reduction with Selected Sampling AAAI 2022
Active Learning for Domain Adaptation: An Energy-Based Approach AAAI 2022
Domain Disentangled Generative Adversarial Network for Zero-Shot Sketch-Based 3D Shape Retrieval AAAI 2022
Invariance Through Latent Alignment RSS 2022
Learning Unforgotten Domain-Invariant Representations for Online Unsupervised Domain Adaptation IJCAI 2022
Domain Generalization through the Lens of Angular Invariance IJCAI 2022
Cross-domain adaptive transfer reinforcement learning based on state-action correspondence UAI 2022
Learning to Deblur Using Light Field Generated and Real Defocus Images CVPR 2022
Localized Adversarial Domain Generalization CVPR 2022
Rethinking Sim2Real: Lower Fidelity Simulation Leads to Higher Sim2Real Transfer in Navigation CORL 2022
Towards Scale Balanced 6-DoF Grasp Detection in Cluttered Scenes CORL 2022
Domain Adaptation and Generalization: A Low-Complexity Approach CORL 2022
RoboTube: Learning Household Manipulation from Human Videos with Simulated Twin Environments CORL 2022
Robust Direct Learning for Causal Data Fusion ACML 2022
An Empirical Study on Cross-X Transfer for Legal Judgment Prediction AACL 2022
Domain Specific Augmentations as Low Cost Teachers for Large Students AACL 2022
On the portability of extractive Question-Answering systems on scientific papers to real-life application scenarios AACL 2022
Signal Domain Learning Approach for Optoacoustic Image Reconstruction from Limited View Data MIDL 2022
Domain adaptation through anatomical constraints for 3d human pose estimation under the cover MIDL 2022
Particle-based Adversarial Local Distribution Regularization AISTATS 2022