Domain Generalization

FOOGD: Federated Collaboration for Both Out-of-distribution Generalization and Detection NeurIPS 2024 Foundation Model-oriented Robustness: Robust Image Model Evaluation with Pretrained Models ICLR 2024 FreeDyG: Frequency Enhanced Continuous-Time Dynamic Graph Model for Link Prediction ICLR 2024 Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Domain Learning AAAI 2024 From Feature to Gaze: A Generalizable Replacement of Linear Layer for Gaze Estimation CVPR 2024 From Local Concepts to Universals: Evaluating the Multicultural Understanding of Vision-Language Models EMNLP 2024 Gaze from Origin: Learning for Generalized Gaze Estimation by Embedding the Gaze Frontalization Process AAAI 2024 Generalizable Fourier Augmentation for Unsupervised Video Object Segmentation AAAI 2024 Generalizable Person Re-identification via Balancing Alignment and Uniformity NeurIPS 2024 Generalizable Sleep Staging via Multi-Level Domain Alignment AAAI 2024 Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction CVPR 2024 Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation WACV 2024 Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning ACL 2024 Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts NeurIPS 2024 Generalizing 6-DoF Grasp Detection via Domain Prior Knowledge CVPR 2024 Generalizing across Temporal Domains with Koopman Operators AAAI 2024 Generalizing to Unseen Domains in Diabetic Retinopathy Classification WACV 2024 Generative Data Augmentation using LLMs improves Distributional Robustness in Question Answering EACL 2024 Geometry-Guided Domain Generalization for Monocular 3D Object Detection AAAI 2024 GeSS: Benchmarking Geometric Deep Learning under Scientific Applications with Distribution Shifts NeurIPS 2024 GIM: Learning Generalizable Image Matcher From Internet Videos ICLR 2024 G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection AAAI 2024 Gradient Alignment for Cross-Domain Face Anti-Spoofing CVPR 2024 Graph Invariant Learning with Subgraph Co-mixup for Out-of-Distribution Generalization AAAI 2024 GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts NeurIPS 2024