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domain generalization

1517 papers

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Also known as

DGSS DG SDG

Co-occurring keywords

domain adaptation (4578) transfer learning (5442) distribution shift (711) representation learning (6174) out-of-distribution generalization (403) data augmentation (3037) semantic segmentation (3179) zero-shot learning (3637) vision-language model (2235) few-shot learning (3390)

Papers

Large Scale High-Resolution Land Cover Mapping With Multi-Resolution Data CVPR 2019
CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth CVPR 2019
Multi-Adversarial Discriminative Deep Domain Generalization for Face Presentation Attack Detection CVPR 2019
Domain Generalization by Solving Jigsaw Puzzles CVPR 2019
Do Better ImageNet Models Transfer Better? CVPR 2019
DLOW: Domain Flow for Adaptation and Generalization CVPR 2019
Blending-Target Domain Adaptation by Adversarial Meta-Adaptation Networks CVPR 2019
Generalizable Person Re-Identification by Domain-Invariant Mapping Network CVPR 2019
D-NET: A Pre-Training and Fine-Tuning Framework for Improving the Generalization of Machine Reading Comprehension EMNLP 2019
Generalizing Question Answering System with Pre-trained Language Model Fine-tuning EMNLP 2019
Adapting a FrameNet Semantic Parser for Spoken Language Understanding Using Adversarial Learning INTERSPEECH 2019
SpaceNet MVOI: A Multi-View Overhead Imagery Dataset ICCV 2019
Domain Randomization and Pyramid Consistency: Simulation-to-Real Generalization Without Accessing Target Domain Data ICCV 2019
Quantifying Generalization in Reinforcement Learning ICML 2019
Feature-Critic Networks for Heterogeneous Domain Generalization ICML 2019
Domain Generalization via Multidomain Discriminant Analysis UAI 2019
Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout NAACL 2019
Episodic Training for Domain Generalization ICCV 2019
Adversarial Training for Satire Detection: Controlling for Confounding Variables NAACL 2019
Robust Semantic Parsing with Adversarial Learning for Domain Generalization NAACL 2019
Topics to Avoid: Demoting Latent Confounds in Text Classification IJCNLP 2019
Towards Improving Neural Named Entity Recognition with Gazetteers ACL 2019
Look-up and Adapt: A One-shot Semantic Parser IJCNLP 2019
Generalizing Eye Tracking With Bayesian Adversarial Learning CVPR 2019
VERI-Wild: A Large Dataset and a New Method for Vehicle Re-Identification in the Wild CVPR 2019