GitHub

[NeurIPS 24] Continuous Temporal Domain Generalization

This repository contains the official code and datasets for the paper, "Continuous Temporal Domain Generalization", accepted by NeurIPS 2024. TL;DR: The study proposes a method capable of generating ...
IEEE

Class-Balanced Sampling and Discriminative Stylization for Domain Generalization Semantic Segmentation

Abstract: Existing domain generalization semantic segmentation (DGSS) methods have achieved remarkable performance on unseen domains by generating stylized images to increase the diversity of training ...
IEEE

Class-Aware Diversified Augmentation for Open-Set Single Domain Generalization

Abstract: In Open-Set Single Domain Generalization (OS-SDG), one only has access to a single labeled source domain for training. It assumes that the learned model generalizes well to target samples ...