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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

NICO++: Towards Better Benchmarking for Domain Generalization CVPR 2023
Statistical Learning under Heterogeneous Distribution Shift ICML 2023
PPi: Pretraining Brain Signal Model for Patient-independent Seizure Detection NIPS 2023
Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond EMNLP 2023
Investigating Acoustic Cues for Multilingual Abuse Detection INTERSPEECH 2023
Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompts EMNLP 2023
A Thorough Examination on Zero-shot Dense Retrieval EMNLP 2023
GenCodeSearchNet: A Benchmark Test Suite for Evaluating Generalization in Programming Language Understanding EMNLP 2023
Transferring Legal Natural Language Inference Model from a US State to Another: What Makes It So Hard? EMNLP 2023
FactKB: Generalizable Factuality Evaluation using Language Models Enhanced with Factual Knowledge EMNLP 2023
Out-of-Distribution Generalization in Natural Language Processing: Past, Present, and Future EMNLP 2023
PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization ICCV 2023
Covariate-Shift Generalization via Random Sample Weighting AAAI 2023
Addressing Chest Radiograph Projection Bias in Deep Classification Models MIDL 2023
Improved multi-site Parkinson’s disease classification using neuroimaging data with counterfactual inference MIDL 2023
Efficient Policy Adaptation with Contrastive Prompt Ensemble for Embodied Agents NIPS 2023
Cross-Domain Facial Expression Recognition via Disentangling Identity Representation IJCAI 2023
Domain Generalization with Interpolation Robustness ACML 2023
Cell Variational Information Bottleneck Network ACML 2023
Enhancing Model Generalization of Cervical Fluid-Based Cell Detection through Causal Feature Extraction:A Novel Method ACML 2023
Can You Answer This? – Exploring Zero-Shot QA Generalization Capabilities in Large Language Models (Student Abstract) AAAI 2023
CROP: Towards Distributional-Shift Robust Reinforcement Learning Using Compact Reshaped Observation Processing IJCAI 2023
BridgeData V2: A Dataset for Robot Learning at Scale CORL 2023
Beyond Normal: On the Evaluation of Mutual Information Estimators NIPS 2023
Composable Part-Based Manipulation CORL 2023