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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

Cloning Outfits From Real-World Images to 3D Characters for Generalizable Person Re-Identification CVPR 2022
Unsupervised Domain Generalization by Learning a Bridge Across Domains CVPR 2022
PatchNet: A Simple Face Anti-Spoofing Framework via Fine-Grained Patch Recognition CVPR 2022
BoosterNet: Improving Domain Generalization of Deep Neural Nets Using Culpability-Ranked Features CVPR 2022
Geometric and Textural Augmentation for Domain Gap Reduction CVPR 2022
Causal Transportability for Visual Recognition CVPR 2022
3D Common Corruptions and Data Augmentation CVPR 2022
EnvEdit: Environment Editing for Vision-and-Language Navigation CVPR 2022
The Auto Arborist Dataset: A Large-Scale Benchmark for Multiview Urban Forest Monitoring Under Domain Shift CVPR 2022
Towards Principled Disentanglement for Domain Generalization CVPR 2022
Speech Emotion Recognition in the Wild using Multi-task and Adversarial Learning INTERSPEECH 2022
Meta Learning for Natural Language Processing: A Survey NAACL 2022
Meta Convolutional Neural Networks for Single Domain Generalization CVPR 2022
Localized Adversarial Domain Generalization CVPR 2022
Conditional Prompt Learning for Vision-Language Models CVPR 2022
Out-of-Distribution Generalization With Causal Invariant Transformations CVPR 2022
Learn From Others and Be Yourself in Heterogeneous Federated Learning CVPR 2022
OoD-Bench: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization CVPR 2022
Improving negation detection with negation-focused pre-training NAACL 2022
GenLoco: Generalized Locomotion Controllers for Quadrupedal Robots CORL 2022
Okapi: Generalising Better by Making Statistical Matches Match NIPS 2022
When Does Group Invariant Learning Survive Spurious Correlations? NIPS 2022
Formulating Robustness Against Unforeseen Attacks NIPS 2022
OST: Improving Generalization of DeepFake Detection via One-Shot Test-Time Training NIPS 2022
Improving Out-of-Distribution Generalization by Adversarial Training with Structured Priors NIPS 2022