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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

Invariant Information Bottleneck for Domain Generalization AAAI 2022
PureGaze: Purifying Gaze Feature for Generalizable Gaze Estimation AAAI 2022
Generative Adaptive Convolutions for Real-World Noisy Image Denoising AAAI 2022
DIRL: Domain-Invariant Representation Learning for Generalizable Semantic Segmentation AAAI 2022
Chasing the Tail with Domain Generalization: A Case Study on Frequency-Enriched Datasets IJCNLP 2022
Domain Agnostic Few-shot Learning for Speaker Verification INTERSPEECH 2022
Single-Domain Generalization in Medical Image Segmentation via Test-Time Adaptation from Shape Dictionary AAAI 2022
Enhancing Pseudo Label Quality for Semi-supervised Domain-Generalized Medical Image Segmentation AAAI 2022
SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems AAAI 2022
Dual Contrastive Learning for General Face Forgery Detection AAAI 2022
FrePGAN: Robust Deepfake Detection Using Frequency-Level Perturbations AAAI 2022
Domain Generalisation of NMT: Fusing Adapters with Leave-One-Domain-Out Training ACL 2022
Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models ACL 2022
Improving Generalizability in Implicitly Abusive Language Detection with Concept Activation Vectors ACL 2022
Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion ACL 2022
Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires ACL 2022
Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering EMNLP 2022
Prompt-based Distribution Alignment for Domain Generalization in Text Classification EMNLP 2022
APEACH: Attacking Pejorative Expressions with Analysis on Crowd-Generated Hate Speech Evaluation Datasets EMNLP 2022
Improving the Generalizability of Text-Based Emotion Detection by Leveraging Transformers with Psycholinguistic Features EMNLP 2022
Does Self-Rationalization Improve Robustness to Spurious Correlations? EMNLP 2022
Large Dual Encoders Are Generalizable Retrievers EMNLP 2022
Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model EMNLP 2022
Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization CVPR 2022
HyperDet3D: Learning a Scene-Conditioned 3D Object Detector CVPR 2022