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

Parameter Competition Balancing for Model Merging NIPS 2024

Data Drift in Clinical Outcome Prediction from Admission Notes COLING 2024

Style Adaptation and Uncertainty Estimation for Multi-Source Blended-Target Domain Adaptation NIPS 2024

Leveraging Generative Large Language Models with Visual Instruction and Demonstration Retrieval for Multimodal Sarcasm Detection NAACL 2024

Octo: An Open-Source Generalist Robot Policy RSS 2024

Symmetric Self-Paced Learning for Domain Generalization AAAI 2024

Do causal predictors generalize better to new domains? NIPS 2024

OmniGlue: Generalizable Feature Matching with Foundation Model Guidance CVPR 2024

M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection EACL 2024

Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization ICCV 2023

Domain Specified Optimization for Deployment Authorization ICCV 2023

Environment-Invariant Curriculum Relation Learning for Fine-Grained Scene Graph Generation ICCV 2023

Unsupervised Feature Representation Learning for Domain-generalized Cross-domain Image Retrieval ICCV 2023

Cross-Domain Argument Quality Estimation ACL 2023

Domain Generalization via Switch Knowledge Distillation for Robust Review Representation ACL 2023

Adversarial Bayesian Augmentation for Single-Source Domain Generalization ICCV 2023

Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models ICCV 2023

Flatness-Aware Minimization for Domain Generalization ICCV 2023

Masked Audio Text Encoders are Effective Multi-Modal Rescorers ACL 2023

LoGoPrompt: Synthetic Text Images Can Be Good Visual Prompts for Vision-Language Models ICCV 2023

Evaluating Embedding APIs for Information Retrieval ACL 2023

BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval ACL 2023

Efficiently Robustify Pre-Trained Models ICCV 2023

UNIDECOR: A Unified Deception Corpus for Cross-Corpus Deception Detection ACL 2023

Improving Generalization in Language Model-based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-based Techniques ACL 2023