Domain Generalization

Self-supervised Debiasing Using Low Rank Regularization CVPR 2024 Self-Supervised Learning for Place Representation Generalization Across Appearance Changes WACV 2024 Self-supervised Speech Representations Still Struggle with African American Vernacular English Interspeech 2024 Semantic Transfer From Head to Tail: Enlarging Tail Margin for Long-Tailed Visual Recognition WACV 2024 Shape-Biased CNNs Are Not Always Superior in Out-of-Distribution Robustness WACV 2024 Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization AAAI 2024 Sharpness-diversity tradeoff: improving flat ensembles with SharpBalance NeurIPS 2024 SimFair: Physics-Guided Fairness-Aware Learning with Simulation Models AAAI 2024 Simple Post-Training Robustness Using Test Time Augmentations and Random Forest WACV 2024 SimSCOOD: Systematic Analysis of Out-of-Distribution Generalization in Fine-tuned Source Code Models NAACL 2024 Single Domain Generalization for Crowd Counting CVPR 2024 Single Domain Generalization via Normalised Cross-Correlation Based Convolutions WACV 2024 Spurious Feature Diversification Improves Out-of-distribution Generalization ICLR 2024 START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation NeurIPS 2024 Stochastic Neural Simulator for Generalizing Dynamical Systems across Environments IJCAI 2024 Stronger Fewer & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation CVPR 2024 Style Blind Domain Generalized Semantic Segmentation via Covariance Alignment and Semantic Consistence Contrastive Learning CVPR 2024 STYLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-Based Domain Generalization WACV 2024 Supervised Algorithmic Fairness in Distribution Shifts: A Survey IJCAI 2024 SuperVLAD: Compact and Robust Image Descriptors for Visual Place Recognition NeurIPS 2024 Symmetric Self-Paced Learning for Domain Generalization AAAI 2024 TableLlama: Towards Open Large Generalist Models for Tables NAACL 2024 TACIT: A Target-Agnostic Feature Disentanglement Framework for Cross-Domain Text Classification AAAI 2024 TACO: Benchmarking Generalizable Bimanual Tool-ACtion-Object Understanding CVPR 2024 Taming Cross-Domain Representation Variance in Federated Prototype Learning with Heterogeneous Data Domains NeurIPS 2024