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domain generalization

1522 papers

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DG

Co-occurring keywords

domain adaptation (4595) transfer learning (5449) distribution shift (722) representation learning (6206) out-of-distribution generalization (408) data augmentation (3052) semantic segmentation (3186) zero-shot learning (3650) vision-language model (2348) few-shot learning (3398)

Papers

Speech Emotion Recognition in the Wild using Multi-task and Adversarial Learning INTERSPEECH 2022
Meta Learning for Natural Language Processing: A Survey NAACL 2022
Improving negation detection with negation-focused pre-training NAACL 2022
Does it Really Generalize Well on Unseen Data? Systematic Evaluation of Relational Triple Extraction Methods NAACL 2022
Informativeness and Invariance: Two Perspectives on Spurious Correlations in Natural Language NAACL 2022
Debiased Batch Normalization via Gaussian Process for Generalizable Person Re-identification AAAI 2022
Robust Imitation Learning against Variations in Environment Dynamics ICML 2022
Improving Policy Optimization with Generalist-Specialist Learning ICML 2022
Causal Dynamics Learning for Task-Independent State Abstraction ICML 2022
Domain Generalization through the Lens of Angular Invariance IJCAI 2022
Training Object Detectors From Scratch: An Empirical Study in the Era of Vision Transformer CVPR 2022
ITSA: An Information-Theoretic Approach to Automatic Shortcut Avoidance and Domain Generalization in Stereo Matching Networks CVPR 2022
Generalizable Cross-Modality Medical Image Segmentation via Style Augmentation and Dual Normalization CVPR 2022
3D-VField: Adversarial Augmentation of Point Clouds for Domain Generalization in 3D Object Detection CVPR 2022
Spectral Unsupervised Domain Adaptation for Visual Recognition CVPR 2022
WildNet: Learning Domain Generalized Semantic Segmentation From the Wild CVPR 2022
Unifying Panoptic Segmentation for Autonomous Driving CVPR 2022
Simple Multi-Dataset Detection CVPR 2022
SIGMA: Semantic-Complete Graph Matching for Domain Adaptive Object Detection CVPR 2022
Meta Distribution Alignment for Generalizable Person Re-Identification CVPR 2022
Remember the Difference: Cross-Domain Few-Shot Semantic Segmentation via Meta-Memory Transfer CVPR 2022
Compound Domain Generalization via Meta-Knowledge Encoding CVPR 2022
Single-Domain Generalized Object Detection in Urban Scene via Cyclic-Disentangled Self-Distillation CVPR 2022
Stereoscopic Universal Perturbations Across Different Architectures and Datasets CVPR 2022
PCL: Proxy-Based Contrastive Learning for Domain Generalization CVPR 2022