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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

Fine-Grained Entity Typing for Domain Independent Entity Linking AAAI 2020
Measuring Robustness to Natural Distribution Shifts in Image Classification NIPS 2020
Domain-Invariant Speaker Vector Projection by Model-Agnostic Meta-Learning INTERSPEECH 2020
Domain-Aware Visual Bias Eliminating for Generalized Zero-Shot Learning CVPR 2020
Research on Task Discovery for Transfer Learning in Deep Neural Networks ACL 2020
Deep Domain-Adversarial Image Generation for Domain Generalisation AAAI 2020
End-to-End Bias Mitigation by Modelling Biases in Corpora ACL 2020
Attention-Privileged Reinforcement Learning CORL 2020
DIVA: Domain Invariant Variational Autoencoders MIDL 2020
A Learning Strategy for Contrast-agnostic MRI Segmentation MIDL 2020
Investigating Light-ResNet Architecture for Spoofing Detection Under Mismatched Conditions INTERSPEECH 2020
Counterfactual Vision-and-Language Navigation: Unravelling the Unseen NIPS 2020
Achieving Robustness in the Wild via Adversarial Mixing With Disentangled Representations CVPR 2020
The Synthinel-1 dataset: a collection of high resolution synthetic overhead imagery for building segmentation WACV 2020
Calibrated Domain-Invariant Learning for Highly Generalizable Large Scale Re-Identification WACV 2020
Cross-Domain Adaptation with Discrepancy Minimization for Text-Independent Forensic Speaker Verification INTERSPEECH 2020
Alleviating Privacy Attacks via Causal Learning ICML 2020
SVIRO: Synthetic Vehicle Interior Rear Seat Occupancy Dataset and Benchmark WACV 2020
Counterfactual Samples Synthesizing for Robust Visual Question Answering CVPR 2020
Stabilizing Adversarial Invariance Induction from Divergence Minimization Perspective IJCAI 2020
Diagnosing the Environment Bias in Vision-and-Language Navigation IJCAI 2020
Domain Generalization Using a Mixture of Multiple Latent Domains AAAI 2020
Learning De-biased Representations with Biased Representations ICML 2020
Test-Time Training with Self-Supervision for Generalization under Distribution Shifts ICML 2020
Automated Synthetic-to-Real Generalization ICML 2020