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

GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles ACL 2023

Deep Frequency Filtering for Domain Generalization CVPR 2023

Generalized Lightness Adaptation with Channel Selective Normalization ICCV 2023

SPC: Soft Prompt Construction for Cross Domain Generalization ACL 2023

Multi-Source (Pre-)Training for Cross-Domain Measurement, Unit and Context Extraction ACL 2023

DART: Diversify-Aggregate-Repeat Training Improves Generalization of Neural Networks CVPR 2023

Rethinking Masked Language Modeling for Chinese Spelling Correction ACL 2023

Do CoNLL-2003 Named Entity Taggers Still Work Well in 2023? ACL 2023

Benchmarking Visual Localization for Autonomous Navigation WACV 2023

On the Connection between Invariant Learning and Adversarial Training for Out-of-Distribution Generalization AAAI 2023

FoPro: Few-Shot Guided Robust Webly-Supervised Prototypical Learning AAAI 2023

Learning an Explicit Hyper-parameter Prediction Function Conditioned on Tasks JMLR 2023

BiasBed - Rigorous Texture Bias Evaluation CVPR 2023

Point-to-Region Co-learning for Poverty Mapping at High Resolution Using Satellite Imagery AAAI 2023

DrugOOD: Out-of-Distribution Dataset Curator and Benchmark for AI-Aided Drug Discovery – a Focus on Affinity Prediction Problems with Noise Annotations AAAI 2023

Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing AAAI 2023

Recur, Attend or Convolve? On Whether Temporal Modeling Matters for Cross-Domain Robustness in Action Recognition WACV 2023

Internal Robust Representations for Domain Generalization AAAI 2023

Learning Optimal Features via Partial Invariance AAAI 2023

Background-Mixed Augmentation for Weakly Supervised Change Detection AAAI 2023

Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less ICCV 2023

Test-time Personalizable Forecasting of 3D Human Poses ICCV 2023

Controllable Guide-Space for Generalizable Face Forgery Detection ICCV 2023

Activate and Reject: Towards Safe Domain Generalization under Category Shift ICCV 2023

Out-of-Distribution Detection for Monocular Depth Estimation ICCV 2023