Image Segmentation in Foundation Model Era: A Survey

Image Segmentation in Foundation Model Era: A Survey

23 August 2024

Papers citing "Image Segmentation in Foundation Model Era: A Survey"

11 / 11 papers shown

Title
Long-horizon Visual Instruction Generation with Logic and Attribute Self-reflection Yucheng Suo Fan Ma Kaixin Shen Linchao Zhu Yi Yang VLM 43 0 0 12 Mar 2025
Image-to-Image Matching via Foundation Models: A New Perspective for Open-Vocabulary Semantic Segmentation Yuan Wang Rui Sun Naisong Luo Yuwen Pan Tianzhu Zhang VLM 30 3 0 30 Mar 2024
Towards the Unification of Generative and Discriminative Visual Foundation Model: A Survey Xu Liu Tong Zhou Yuanxin Wang Yuping Wang Qinjingwen Cao Weizhi Du Yonghuan Yang Junjun He Yu Qiao Yiqing Shen 51 5 0 15 Dec 2023
Unleashing Text-to-Image Diffusion Models for Visual Perception Wenliang Zhao Yongming Rao Zuyan Liu Benlin Liu Jie Zhou Jiwen Lu ObjD VLM MDE 144 114 0 03 Mar 2023
Can segmentation models be trained with fully synthetically generated data? Virginia Fernandez W. H. Pinaya Pedro Borges Petru-Daniel Tudosiu M. Graham Tom Kamiel Magda Vercauteren M. Jorge Cardoso DiffM MedIm 22 32 0 17 Sep 2022
Visual Recognition with Deep Nearest Centroids Wenguan Wang Cheng Han Tianfei Zhou Dongfang Liu 40 89 0 15 Sep 2022
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 186 1,098 0 10 Sep 2022
GroupViT: Semantic Segmentation Emerges from Text Supervision Jiarui Xu Shalini De Mello Sifei Liu Wonmin Byeon Thomas Breuel Jan Kautz X. Wang ViT VLM 173 494 0 22 Feb 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 255 7,337 0 11 Nov 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 283 4,299 0 29 Apr 2021
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 226 74,467 0 18 May 2015