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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

Deep CG2Real: Synthetic-to-Real Translation via Image Disentanglement ICCV 2019
Sim-Real Joint Reinforcement Transfer for 3D Indoor Navigation CVPR 2019
CRAVES: Controlling Robotic Arm With a Vision-Based Economic System CVPR 2019
Sim-To-Real via Sim-To-Sim: Data-Efficient Robotic Grasping via Randomized-To-Canonical Adaptation Networks CVPR 2019
Text Genre and Training Data Size in Human-like Parsing EMNLP 2019
Delving Into Robust Object Detection From Unmanned Aerial Vehicles: A Deep Nuisance Disentanglement Approach ICCV 2019
Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs EMNLP 2019
Min-Max Statistical Alignment for Transfer Learning CVPR 2019
Unsupervised Domain Adaptation Using Feature-Whitening and Consensus Loss CVPR 2019
Depthwise Convolution Is All You Need for Learning Multiple Visual Domains AAAI 2019
Machine Comprehension Improves Domain-Specific Japanese Predicate-Argument Structure Analysis EMNLP 2019
A Comparative Analysis of Unsupervised Language Adaptation Methods EMNLP 2019
SSF-DAN: Separated Semantic Feature Based Domain Adaptation Network for Semantic Segmentation ICCV 2019
Unsupervised Video Interpolation Using Cycle Consistency ICCV 2019
Racial Faces in the Wild: Reducing Racial Bias by Information Maximization Adaptation Network ICCV 2019
DeceptionNet: Network-Driven Domain Randomization ICCV 2019
A Robust Learning Approach to Domain Adaptive Object Detection ICCV 2019
Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation ICCV 2019
Overcoming Blind Spots in the Real World: Leveraging Complementary Abilities for Joint Execution AAAI 2019
Data Augmentation for Spoken Language Understanding via Joint Variational Generation AAAI 2019
Multi-View Learning from Disparate Sources for Poverty Mapping AAAI 2019
Loss-Balanced Task Weighting to Reduce Negative Transfer in Multi-Task Learning AAAI 2019
Domain Adaptation of SRL Systems for Biological Processes ACL 2019
On Scalable and Efficient Computation of Large Scale Optimal Transport ICML 2019
Reinforced Training Data Selection for Domain Adaptation ACL 2019