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domain adaptation

4595 papers

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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

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
Can we Generalize and Distribute Private Representation Learning? AISTATS 2022
SynSciPass: detecting appropriate uses of scientific text generation COLING 2022
IMPARA: Impact-Based Metric for GEC Using Parallel Data COLING 2022
Learn2Weight: Parameter Adaptation against Similar-domain Adversarial Attacks COLING 2022
Domain Adversarial Learning for Color Constancy IJCAI 2022
When Transfer Learning Meets Cross-City Urban Flow Prediction: Spatio-Temporal Adaptation Matters IJCAI 2022
Alleviating Semantics Distortion in Unsupervised Low-Level Image-to-Image Translation via Structure Consistency Constraint CVPR 2022
FIFO: Learning Fog-Invariant Features for Foggy Scene Segmentation CVPR 2022