Augmentation-based Domain Generalization for Semantic Segmentation

24 April 2023

Papers citing "Augmentation-based Domain Generalization for Semantic Segmentation"

7 / 7 papers shown

Title
A Study on Unsupervised Domain Adaptation for Semantic Segmentation in the Era of Vision-Language Models Manuel Schwonberg Claus Werner Hanno Gottschalk Carsten Meyer VLM 85 0 0 25 Nov 2024
Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts Zhitong Gao Bingnan Li Mathieu Salzmann Xuming He OOD VLM 45 1 0 06 Nov 2024
Vision Transformers in Domain Adaptation and Generalization: A Study of Robustness Shadi Alijani Jamil Fayyad H. Najjaran OOD 27 1 0 05 Apr 2024
Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation J. Niemeijer Manuel Schwonberg Jan-Aike Termöhlen Nico M. Schmidt Tim Fingscheidt DiffM 26 15 0 04 Dec 2023
Prompting Diffusion Representations for Cross-Domain Semantic Segmentation R. Gong Martin Danelljan Hanqi Sun Julio Mangas Luc Van Gool DiffM VLM 19 22 0 05 Jul 2023
WEDGE: Web-Image Assisted Domain Generalization for Semantic Segmentation Nam-Won Kim Taeyoung Son Jaehyun Pahk Cuiling Lan Wenjun Zeng Suha Kwak GAN 58 25 0 29 Sep 2021
Context-Aware Mixup for Domain Adaptive Semantic Segmentation Qianyu Zhou Zhengyang Feng Qiqi Gu Jiangmiao Pang Guangliang Cheng Xuequan Lu Jianping Shi Lizhuang Ma 63 129 0 08 Aug 2021