Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using
Stable Diffusion

Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion

23 August 2023

Lavisha Aggarwal

Mar González-Franco

Papers citing "Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion"

15 / 15 papers shown

Title
Falcon: Fractional Alternating Cut with Overcoming Minima in Unsupervised Segmentation Xiao Zhang Xiangyu Han Xiwen Lai Yao Sun Pei Zhang Konrad Kording 29 0 0 08 Apr 2025
ICE: Intrinsic Concept Extraction from a Single Image via Diffusion Models Fernando Julio Cendra Kai Han VLM 51 0 0 25 Mar 2025
TDSM: Triplet Diffusion for Skeleton-Text Matching in Zero-Shot Action Recognition Jeonghyeok Do Munchurl Kim 44 1 0 16 Nov 2024
InvSeg: Test-Time Prompt Inversion for Semantic Segmentation Jiayi Lin Jiabo Huang Jian Hu S. Gong DiffM VLM 28 0 0 15 Oct 2024
iSeg: An Iterative Refinement-based Framework for Training-free Segmentation Lin Sun Jiale Cao J. Xie F. Khan Yanwei Pang DiffM 30 1 0 05 Sep 2024
StableNormal: Reducing Diffusion Variance for Stable and Sharp Normal Chongjie Ye Lingteng Qiu Xiaodong Gu Qi Zuo Yushuang Wu Zilong Dong Liefeng Bo Yuliang Xiu Xiaoguang Han DiffM 32 38 0 24 Jun 2024
Understanding Multi-Granularity for Open-Vocabulary Part Segmentation Jiho Choi Seonho Lee Seungho Lee Minhyun Lee Hyunjung Shim OCL 33 0 0 17 Jun 2024
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation Yupeng Zhou Daquan Zhou Ming-Ming Cheng Jiashi Feng Qibin Hou DiffM VGen 30 86 0 02 May 2024
Telling Left from Right: Identifying Geometry-Aware Semantic Correspondence Junyi Zhang Charles Herrmann Junhwa Hur Eric Chen Varun Jampani Deqing Sun Ming-Hsuan Yang 19 37 0 28 Nov 2023
Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models Jiarui Xu Sifei Liu Arash Vahdat Wonmin Byeon Xiaolong Wang Shalini De Mello VLM 209 318 0 08 Mar 2023
NamedMask: Distilling Segmenters from Complementary Foundation Models Gyungin Shin Weidi Xie Samuel Albanie ISeg VLM 56 22 0 22 Sep 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 388 4,010 0 28 Jan 2022
Label-Efficient Semantic Segmentation with Diffusion Models Dmitry Baranchuk Ivan Rubachev A. Voynov Valentin Khrulkov Artem Babenko DiffM VLM 195 508 0 06 Dec 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 286 5,723 0 29 Apr 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 238 3,359 0 09 Mar 2020