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Diffusion Model is Secretly a Training-free Open Vocabulary Semantic Segmenter

6 September 2023

Papers citing "Diffusion Model is Secretly a Training-free Open Vocabulary Semantic Segmenter"

33 / 33 papers shown

Title
ISAC: Training-Free Instance-to-Semantic Attention Control for Improving Multi-Instance Generation Sanghyun Jo Wooyeol Lee Ziseok Lee Kyungsu Kim 771 0 0 27 May 2025
ICE: Intrinsic Concept Extraction from a Single Image via Diffusion Models Fernando Julio Cendra Kai Han VLM 114 0 0 25 Mar 2025
RealCustom++: Representing Images as Real-Word for Real-Time Customization Zhendong Mao Mengqi Huang Fei Ding Mingcong Liu Qian He Xiaojun Chang DiffM 147 6 0 03 Jan 2025
InvSeg: Test-Time Prompt Inversion for Semantic Segmentation Jiayi Lin Jiabo Huang Jian Hu S. Gong DiffM VLM 103 0 0 15 Oct 2024
DiffSketcher: Text Guided Vector Sketch Synthesis through Latent Diffusion Models Ximing Xing Chuan Wang Haitao Zhou Jing Zhang Qian Yu Dong Xu DiffM 73 48 0 26 Jun 2023
Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment Royi Rassin Eran Hirsch Daniel Glickman Shauli Ravfogel Yoav Goldberg Gal Chechik DiffM 78 108 0 15 Jun 2023
Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models Nan Liu Yilun Du Shuang Li J. Tenenbaum Antonio Torralba DiffM CoGe 63 27 0 08 Jun 2023
Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models Hila Chefer Yuval Alaluf Yael Vinker Lior Wolf Daniel Cohen-Or DiffM 114 515 0 31 Jan 2023
Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis Weixi Feng Xuehai He Tsu-Jui Fu Varun Jampani Arjun Reddy Akula P. Narayana Sugato Basu Xinze Wang William Yang Wang CoGe 130 318 0 09 Dec 2022
Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text Pairs Junbum Cha Jonghwan Mun Byungseok Roh VLM 92 91 0 01 Dec 2022
MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model Junde Wu Rao Fu Huihui Fang Yu Zhang Yehui Yang Haoyi Xiong Huiying Liu Yanwu Xu MedIm VLM DiffM 154 251 0 01 Nov 2022
Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP Feng Liang Bichen Wu Xiaoliang Dai Kunpeng Li Yinan Zhao Hang Zhang Peizhao Zhang Peter Vajda Diana Marculescu CLIP VLM 118 458 0 09 Oct 2022
Prompt-to-Prompt Image Editing with Cross Attention Control Amir Hertz Ron Mokady J. Tenenbaum Kfir Aberman Yael Pritch Daniel Cohen-Or DiffM 206 1,789 0 02 Aug 2022
ReCo: Retrieve and Co-segment for Zero-shot Transfer Gyungin Shin Weidi Xie Samuel Albanie VLM 106 92 0 14 Jun 2022
Compositional Visual Generation with Composable Diffusion Models Nan Liu Shuang Li Yilun Du Antonio Torralba J. Tenenbaum DiffM CoGe 198 529 0 03 Jun 2022
Weakly Supervised Semantic Segmentation using Out-of-Distribution Data Jungbeom Lee Seong Joon Oh Sangdoo Yun Junsuk Choe Eunji Kim Sung-Hoon Yoon WSOL OOD 511 88 0 08 Mar 2022
Multi-class Token Transformer for Weakly Supervised Semantic Segmentation Lian Xu Wanli Ouyang Bennamoun F. Boussaïd Dan Xu ViT 85 214 0 06 Mar 2022
Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation Zhaozheng Chen Tan Wang Xiongwei Wu Xiansheng Hua Hanwang Zhang Qianru Sun WSOL VLM 130 148 0 02 Mar 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong Guosheng Lin MLLM BDL VLM CLIP 555 4,413 0 28 Jan 2022
Scaling Open-Vocabulary Image Segmentation with Image-Level Labels Golnaz Ghiasi Xiuye Gu Huayu Chen Nayeon Lee VLM 126 386 0 22 Dec 2021
Decoupling Zero-Shot Semantic Segmentation Jian Ding Nan Xue Guisong Xia Dengxin Dai VLM 106 195 0 15 Dec 2021
Semantic Segmentation In-the-Wild Without Seeing Any Segmentation Examples Nir Zabari Yedid Hoshen VLM 84 26 0 06 Dec 2021
Label-Efficient Semantic Segmentation with Diffusion Models Dmitry Baranchuk Ivan Rubachev A. Voynov Valentin Khrulkov Artem Babenko DiffM VLM 281 538 0 06 Dec 2021
DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting Yongming Rao Wenliang Zhao Guangyi Chen Yansong Tang Zheng Zhu Guan Huang Jie Zhou Jiwen Lu VLM CLIP 214 581 0 02 Dec 2021
Extract Free Dense Labels from CLIP Chong Zhou Chen Change Loy Bo Dai VLM CLIP 155 481 0 02 Dec 2021
SegDiff: Image Segmentation with Diffusion Probabilistic Models Tomer Amit Tal Shaharbany Eliya Nachmani Lior Wolf DiffM 103 306 0 01 Dec 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 271 7,958 0 11 May 2021
Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation Jungbeom Lee Eunji Kim Sungroh Yoon 75 229 0 16 Mar 2021
Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation Yude Wang Jie Zhang Meina Kan Shiguang Shan Xilin Chen 90 629 0 09 Apr 2020
Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations Jiwoon Ahn Sunghyun Cho Suha Kwak ISeg SSeg 170 545 0 10 Apr 2019
Variational Inference: A Review for Statisticians David M. Blei A. Kucukelbir Jon D. McAuliffe BDL 298 4,812 0 04 Jan 2016
Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Narain Sohl-Dickstein Eric A. Weiss Niru Maheswaranathan Surya Ganguli SyDa DiffM 312 7,031 0 12 Mar 2015
Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials Philipp Krahenbuhl V. Koltun 132 3,459 0 20 Oct 2012