DifFSS: Diffusion Model for Few-Shot Semantic Segmentation

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DifFSS: Diffusion Model for Few-Shot Semantic Segmentation

3 July 2023

Weimin Tan

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Papers citing "DifFSS: Diffusion Model for Few-Shot Semantic Segmentation"

18 / 18 papers shown

Title
Harnessing the Power of Training-Free Techniques in Text-to-2D Generation for Text-to-3D Generation via Score Distillation Sampling Junhong Lee Seungwook Kim Minsu Cho DiffM 55 0 0 26 May 2025
Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review Abdullah Wei Chen Ickjai Lee Euijoon Ahn MedIm 79 0 0 09 May 2025
Distillation of Diffusion Features for Semantic Correspondence Frank Fundel Johannes Schusterbauer Vincent Tao Hu Bjorn Ommer DiffM 178 6 0 04 Dec 2024
Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation Muzhi Zhu Yang Liu Zekai Luo Chenchen Jing Hao Chen Guangkai Xu Xinlong Wang Chunhua Shen DiffM VLM 101 7 0 03 Oct 2024
Data Augmentation via Latent Diffusion for Saliency Prediction Bahar Aydemir Deblina Bhattacharjee Tong Zhang Mathieu Salzmann Sabine Süsstrunk 112 1 0 11 Sep 2024
Image Segmentation in Foundation Model Era: A Survey Tianfei Zhou Fei Zhang Boyu Chang Wenguan Wang Ye Yuan E. Konukoglu Daniel Cremers VLM 147 12 0 23 Aug 2024
FBSDiff: Plug-and-Play Frequency Band Substitution of Diffusion Features for Highly Controllable Text-Driven Image Translation Xiang Gao Jiaying Liu 120 2 0 02 Aug 2024
No Re-Train, More Gain: Upgrading Backbones with Diffusion model for Pixel-Wise and Weakly-Supervised Few-Shot Segmentation Shuai Chen Fanman Meng Chenhao Wu Haoran Wei Runtong Zhang Qingbo Wu Linfeng Xu Hongliang Li 82 0 0 23 Jul 2024
Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language Yicheng Chen Xiangtai Li Yining Li Yanhong Zeng Jianzong Wu Xiangyu Zhao Kai Chen VLM DiffM 164 3 0 28 Jun 2024
Group-On: Boosting One-Shot Segmentation with Supportive Query Hanjing Zhou Mingze Yin Benlin Liu Jian Wu Jian Wu VLM ISeg 86 1 0 18 Apr 2024
DODA: Adapting Object Detectors to Dynamic Agricultural Environments in Real-Time with Diffusion Shuai Xiang Pieter M. Blok James Burridge Haozhou Wang Wei Guo 105 0 0 27 Mar 2024
SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation Aysim Toker Marvin Eisenberger Zorah Lähner Laura Leal-Taixé DiffM 104 26 0 25 Mar 2024
MaskDiffusion: Exploiting Pre-trained Diffusion Models for Semantic Segmentation Yasufumi Kawano Yoshimitsu Aoki DiffM 94 8 0 17 Mar 2024
Explore In-Context Segmentation via Latent Diffusion Models Chaoyang Wang Xiangtai Li Henghui Ding Lu Qi Jiangning Zhang Yunhai Tong Chen Change Loy Shuicheng Yan DiffM 158 7 0 14 Mar 2024
ControlUDA: Controllable Diffusion-assisted Unsupervised Domain Adaptation for Cross-Weather Semantic Segmentation Fengyi Shen Li Zhou Kagan Kucukaytekin Ziyuan Liu He Wang Alois C. Knoll DiffM 70 2 0 09 Feb 2024
3DiffTection: 3D Object Detection with Geometry-Aware Diffusion Features Chenfeng Xu Huan Ling Sanja Fidler Or Litany 109 15 0 07 Nov 2023
Interpretable Diffusion via Information Decomposition Xianghao Kong Ollie Liu Han Li Dani Yogatama Greg Ver Steeg 107 22 0 12 Oct 2023
AI-Generated Images as Data Source: The Dawn of Synthetic Era Zuhao Yang Fangneng Zhan Kunhao Liu Muyu Xu Shijian Lu EGVM 111 20 0 03 Oct 2023