conftrace_
← Keywords

domain generalization

1522 papers

Explore in graph

Also known as

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

Domain Generalization with Relaxed Instance Frequency-wise Normalization for Multi-device Acoustic Scene Classification INTERSPEECH 2022
Feature Generation and Hypothesis Verification for Reliable Face Anti-spoofing AAAI 2022
Extending the Scope of Out-of-Domain: Examining QA models in multiple subdomains ACL 2022
Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas ACL 2022
CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning ACL 2022
Towards Generalized Open Information Extraction EMNLP 2022
Learning Invariant Representation Improves Robustness for MRC Models EMNLP 2022
Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA EMNLP 2022
Syntactically Robust Training on Partially-Observed Data for Open Information Extraction EMNLP 2022
Exploiting domain-slot related keywords description for Few-Shot Cross-Domain Dialogue State Tracking EMNLP 2022
LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based Retrieval EMNLP 2022
Few-Shot (Dis)Agreement Identification in Online Discussions with Regularized and Augmented Meta-Learning EMNLP 2022
BatchFormer: Learning To Explore Sample Relationships for Robust Representation Learning CVPR 2022
TransRAC: Encoding Multi-Scale Temporal Correlation With Transformers for Repetitive Action Counting CVPR 2022
Causality Inspired Representation Learning for Domain Generalization CVPR 2022
Proactive Image Manipulation Detection CVPR 2022
Cross-Domain Few-Shot Learning With Task-Specific Adapters CVPR 2022
Learning Generalizable Part-based Feature Representation for 3D Point Clouds NIPS 2022
Invariance Learning based on Label Hierarchy NIPS 2022
SizeShiftReg: a Regularization Method for Improving Size-Generalization in Graph Neural Networks NIPS 2022
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup NIPS 2022
On Feature Learning in the Presence of Spurious Correlations NIPS 2022
Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation NIPS 2022
Diverse Weight Averaging for Out-of-Distribution Generalization NIPS 2022
Domain Generalization by Learning and Removing Domain-specific Features NIPS 2022