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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

PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain Generalization ICCV 2023
FoPro: Few-Shot Guided Robust Webly-Supervised Prototypical Learning AAAI 2023
On the Connection between Invariant Learning and Adversarial Training for Out-of-Distribution Generalization AAAI 2023
Elimination of Non-Novel Segments at Multi-Scale for Few-Shot Segmentation WACV 2023
Disentangling Structure and Style: Political Bias Detection in News by Inducing Document Hierarchy EMNLP 2023
Improving Domain Generalization for Prompt-Aware Essay Scoring via Disentangled Representation Learning ACL 2023
Do CoNLL-2003 Named Entity Taggers Still Work Well in 2023? ACL 2023
Rethinking Masked Language Modeling for Chinese Spelling Correction ACL 2023
Multi-Source (Pre-)Training for Cross-Domain Measurement, Unit and Context Extraction ACL 2023
SPC: Soft Prompt Construction for Cross Domain Generalization ACL 2023
Domain Generalized Stereo Matching via Hierarchical Visual Transformation CVPR 2023
Cross-Dataset Sensor Alignment: Making Visual 3D Object Detector Generalizable CORL 2023
RMLVQA: A Margin Loss Approach for Visual Question Answering With Language Biases CVPR 2023
GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles ACL 2023
Improving Generalization in Language Model-based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-based Techniques ACL 2023
UNIDECOR: A Unified Deception Corpus for Cross-Corpus Deception Detection ACL 2023
BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval ACL 2023
Evaluating Embedding APIs for Information Retrieval ACL 2023
Masked Audio Text Encoders are Effective Multi-Modal Rescorers ACL 2023
GeoNet: Benchmarking Unsupervised Adaptation Across Geographies CVPR 2023
Instance-Aware Domain Generalization for Face Anti-Spoofing CVPR 2023
Are Layout-Infused Language Models Robust to Layout Distribution Shifts? A Case Study with Scientific Documents ACL 2023
Domain Generalization via Switch Knowledge Distillation for Robust Review Representation ACL 2023
Cross-Domain Argument Quality Estimation ACL 2023
GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-Distribution Generalization Perspective ACL 2023