Domain Generalization

Towards Explaining Distribution Shifts ICML 2023 Towards Generalisable Video Moment Retrieval: Visual-Dynamic Injection to Image-Text Pre-Training CVPR 2023 Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation NeurIPS 2023 Towards Robust Gan-Generated Image Detection: A Multi-View Completion Representation IJCAI 2023 Towards Robust Graph Incremental Learning on Evolving Graphs ICML 2023 Towards Robustness Certification Against Universal Perturbations ICLR 2023 Towards Robust Object Detection Invariant to Real-World Domain Shifts ICLR 2023 Towards Stable Natural Language Understanding via Information Entropy Guided Debiasing ACL 2023 Towards Unsupervised Domain Generalization for Face Anti-Spoofing ICCV 2023 Towards Viewpoint Robustness in Bird's Eye View Segmentation ICCV 2023 Trainable Projected Gradient Method for Robust Fine-Tuning CVPR 2023 Transformed Low-Rank Parameterization Can Help Robust Generalization for Tensor Neural Networks NeurIPS 2023 TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing MIDL 2023 TTTFlow: Unsupervised Test-Time Training With Normalizing Flow WACV 2023 TWINS: A Fine-Tuning Framework for Improved Transferability of Adversarial Robustness and Generalization CVPR 2023 UCF: Uncovering Common Features for Generalizable Deepfake Detection ICCV 2023 UM6P at SemEval-2023 Task 12: Out-Of-Distribution Generalization Method for African Languages Sentiment Analysis SemEval 2023 Understanding and Improving Feature Learning for Out-of-Distribution Generalization NeurIPS 2023 Understanding Hessian Alignment for Domain Generalization ICCV 2023 Uni3D: A Unified Baseline for Multi-Dataset 3D Object Detection CVPR 2023 UNIDECOR: A Unified Deception Corpus for Cross-Corpus Deception Detection ACL 2023 UniFolding: Towards Sample-efficient, Scalable, and Generalizable Robotic Garment Folding CoRL 2023 Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP EMNLP 2023 Unleashing the Power of Graph Data Augmentation on Covariate Distribution Shift NeurIPS 2023 Unsupervised Feature Representation Learning for Domain-generalized Cross-domain Image Retrieval ICCV 2023