Improving the Generalization of Segmentation Foundation Model under
Distribution Shift via Weakly Supervised Adaptation

Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation

6 December 2023

Papers citing "Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation"

12 / 12 papers shown

Title
FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation Dong Zhao Jinlong Li Shuang Wang Mengyao Wu Qi Zang N. Sebe Zhun Zhong 36 0 0 23 Mar 2025
Enhancing Skin Disease Diagnosis: Interpretable Visual Concept Discovery with SAM Xin Hu Janet Wang Jihun Hamm R. Yotsu Zhengming Ding 69 0 0 17 Jan 2025
PointSAM: Pointly-Supervised Segment Anything Model for Remote Sensing Images Nanqing Liu Xun Xu Yongyi Su Haojie Zhang Heng-Chao Li VLM 19 14 0 20 Sep 2024
Segment Anything Model (SAM) Meets Glass: Mirror and Transparent Objects Cannot Be Easily Detected Dongsheng Han Chaoning Zhang Yu Qiao Maryam Qamar Yuna Jung Seungkyu Lee Sung-Ho Bae Choong Seon Hong VLM 66 36 0 29 Apr 2023
Customized Segment Anything Model for Medical Image Segmentation Kaiwen Zhang Dong Liu MedIm VLM 92 276 0 26 Apr 2023
Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering Regularized Self-Training Yongyi Su Xun Xu Tianrui Li K. Jia OOD TTA 22 13 0 20 Mar 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 255 5,353 0 11 Nov 2021
Source-Free Domain Adaptation for Image Segmentation M. Bateson H. Kervadec Jose Dolz H. Lombaert Ismail Ben Ayed OOD MedIm 115 49 0 06 Aug 2021
Domain Impression: A Source Data Free Domain Adaptation Method V. Kurmi Venkatesh Subramanian Vinay P. Namboodiri TTA 127 145 0 17 Feb 2021
Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer Jian Liang Dapeng Hu Yunbo Wang R. He Jiashi Feng 114 249 0 14 Dec 2020
Casting a BAIT for Offline and Online Source-free Domain Adaptation Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui TTA 74 45 0 23 Oct 2020
Confidence Regularized Self-Training Yang Zou Zhiding Yu Xiaofeng Liu B. Kumar Jinsong Wang 202 783 0 26 Aug 2019