Domain Generalization

Robustness of Learning from Task Instructions ACL 2023 Robust Prompt Optimization for Large Language Models Against Distribution Shifts EMNLP 2023 Robust Weight Signatures: Gaining Robustness as Easy as Patching Weights? ICML 2023 SAFE: Sensitivity-Aware Features for Out-of-Distribution Object Detection ICCV 2023 ScaleDet: A Scalable Multi-Dataset Object Detector CVPR 2023 Scene-robust Natural Language Video Localization via Learning Domain-invariant Representations ACL 2023 Seasoning Model Soups for Robustness to Adversarial and Natural Distribution Shifts CVPR 2023 Seen to Unseen: Exploring Compositional Generalization of Multi-Attribute Controllable Dialogue Generation ACL 2023 SememeASR: Boosting Performance of End-to-End Speech Recognition against Domain and Long-Tailed Data Shift with Sememe Semantic Knowledge Interspeech 2023 SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein–Protein Interaction Prediction IJCAI 2023 Semi-Supervised Domain Generalization with Known and Unknown Classes NeurIPS 2023 Sharpness-Aware Gradient Matching for Domain Generalization CVPR 2023 Shifted PAUQ: Distribution shift in text-to-SQL EMNLP 2023 SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization NeurIPS 2023 Simple and Fast Group Robustness by Automatic Feature Reweighting ICML 2023 Simple Disentanglement of Style and Content in Visual Representations ICML 2023 SIMPLE: Specialized Model-Sample Matching for Domain Generalization ICLR 2023 Simple Temporal Adaptation to Changing Label Sets: Hashtag Prediction via Dense KNN EMNLP 2023 Single Domain Generalization for LiDAR Semantic Segmentation CVPR 2023 Sparse Mixture-of-Experts are Domain Generalizable Learners ICLR 2023 SPC: Soft Prompt Construction for Cross Domain Generalization ACL 2023 Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts NeurIPS 2023 StableFDG: Style and Attention Based Learning for Federated Domain Generalization NeurIPS 2023 Stable Learning via Sparse Variable Independence AAAI 2023 Standard and Non-standard Adverbial Markers: a Diachronic Analysis in Modern Chinese Literature EACL 2023