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out-of-distribution generalization

408 papers

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Also known as

OOD GENERALIZATION

Co-occurring keywords

domain generalization (1522) distribution shift (722) representation learning (6206) spurious correlation (279) causal inference (1630) large language model (13587) graph neural network (3962) domain adaptation (4595) transfer learning (5449) data augmentation (3052)

Papers

Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization EACL 2023
CLIPood: Generalizing CLIP to Out-of-Distributions ICML 2023
Explore and Exploit the Diverse Knowledge in Model Zoo for Domain Generalization ICML 2023
Test-Time Style Shifting: Handling Arbitrary Styles in Domain Generalization ICML 2023
Generalization through Diversity: Improving Unsupervised Environment Design IJCAI 2023
Mitigating and Evaluating Static Bias of Action Representations in the Background and the Foreground ICCV 2023
Learning with Diversity: Self-Expanded Equalization for Better Generalized Deep Metric Learning ICCV 2023
Distilling Large Vision-Language Model with Out-of-Distribution Generalizability ICCV 2023
Understanding Hessian Alignment for Domain Generalization ICCV 2023
ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction ICCV 2023
SurfsUP: Learning Fluid Simulation for Novel Surfaces ICCV 2023
Debiased Fine-Tuning for Vision-Language Models by Prompt Regularization AAAI 2023
Bayesian Cross-Modal Alignment Learning for Few-Shot Out-of-Distribution Generalization AAAI 2023
Curriculum Multi-Negative Augmentation for Debiased Video Grounding AAAI 2023
Feature-Level Debiased Natural Language Understanding AAAI 2023
Out-of-Distribution Generalization by Neural-Symbolic Joint Training AAAI 2023
Certifiable Out-of-Distribution Generalization AAAI 2023
Explanation-based Finetuning Makes Models More Robust to Spurious Cues ACL 2023
Counterfactual Active Learning for Out-of-Distribution Generalization ACL 2023
Ideology Prediction from Scarce and Biased Supervision: Learn to Disregard the “What” and Focus on the “How”! ACL 2023
Towards Stable Natural Language Understanding via Information Entropy Guided Debiasing ACL 2023
Out-of-Distribution Generalization in Natural Language Processing: Past, Present, and Future EMNLP 2023
Improving Bias Mitigation through Bias Experts in Natural Language Understanding EMNLP 2023
Debiasing Multimodal Models via Causal Information Minimization EMNLP 2023
Mind the Label Shift of Augmentation-Based Graph OOD Generalization CVPR 2023