out-of-distribution generalization

Debiasing Multimodal Models via Causal Information Minimization EMNLP 2023 Debias NLU Datasets via Training-free Perturbations EMNLP 2023 Disentangled Generative Models for Robust Prediction of System Dynamics ICML 2023 Distilling Large Vision-Language Model with Out-of-Distribution Generalizability ICCV 2023 Distribution Free Domain Generalization ICML 2023 Does Invariant Graph Learning via Environment Augmentation Learn Invariance? NeurIPS 2023 Don’t forget the nullspace! Nullspace occupancy as a mechanism for out of distribution failure ICLR 2023 DynaDojo: An Extensible Platform for Benchmarking Scaling in Dynamical System Identification NeurIPS 2023 Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization NeurIPS 2023 Example-based Hypernetworks for Multi-source Adaptation to Unseen Domains EMNLP 2023 Explanation-based Finetuning Makes Models More Robust to Spurious Cues ACL 2023 Explore and Exploit the Diverse Knowledge in Model Zoo for Domain Generalization ICML 2023 Feature-Level Debiased Natural Language Understanding AAAI 2023 Feature Reconstruction From Outputs Can Mitigate Simplicity Bias in Neural Networks ICLR 2023 Feed Two Birds with One Scone: Exploiting Wild Data for Both Out-of-Distribution Generalization and Detection ICML 2023 Finding Invariant Predictors Efficiently via Causal Structure UAI 2023 Finetune Like You Pretrain: Improved Finetuning of Zero-Shot Vision Models CVPR 2023 GAIN: On the Generalization of Instructional Action Understanding ICLR 2023 Generalization on the Unseen, Logic Reasoning and Degree Curriculum ICML 2023 Generalization through Diversity: Improving Unsupervised Environment Design IJCAI 2023 Generative Causal Representation Learning for Out-of-Distribution Motion Forecasting ICML 2023 GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-Distribution Generalization Perspective ACL 2023 Guide the Learner: Controlling Product of Experts Debiasing Method Based on Token Attribution Similarities EACL 2023 HuaSLIM: Human Attention Motivated Shortcut Learning Identification and Mitigation for Large Language models ACL 2023 ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction ICCV 2023