SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation

SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation

27 October 2023

Yiping Ke

Papers citing "SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation"

13 / 13 papers shown

Title
Tell me why: Visual foundation models as self-explainable classifiers Hugues Turbé Mina Bjelogrlic G. Mengaldo Christian Lovis 66 0 0 26 Feb 2025
Towards Modality-agnostic Label-efficient Segmentation with Entropy-Regularized Distribution Alignment Liyao Tang Zhe Chen Shanshan Zhao Chaoyue Wang Dacheng Tao 32 0 0 29 Aug 2024
ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference Mengcheng Lan Chaofeng Chen Yiping Ke Xinjiang Wang Litong Feng Wayne Zhang VLM 39 23 0 17 Jul 2024
Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic Segmentation Tong Shao Zhuotao Tian Hang Zhao Jingyong Su VLM 36 15 0 11 Jul 2024
AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation Yuhan Zhu Yuyang Ji Zhiyu Zhao Gangshan Wu Limin Wang VLM 39 7 0 05 Jul 2024
Learning to Discover Knowledge: A Weakly-Supervised Partial Domain Adaptation Approach Mengcheng Lan Min Meng Jun-chen Yu Jigang Wu CLL 44 1 0 20 Jun 2024
OMH: Structured Sparsity via Optimally Matched Hierarchy for Unsupervised Semantic Segmentation Baran Ozaydin Tong Zhang Deblina Bhattacharjee Sabine Süsstrunk Mathieu Salzmann 29 1 0 11 Mar 2024
Self-Supervised Visual Representation Learning with Semantic Grouping Xin Wen Bingchen Zhao Anlin Zheng X. Zhang Xiaojuan Qi SSL 117 71 0 30 May 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,434 0 11 Nov 2021
InfoSeg: Unsupervised Semantic Image Segmentation with Mutual Information Maximization Robert Harb Patrick Knobelreiter SSL 38 22 0 07 Oct 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 317 5,775 0 29 Apr 2021
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals Wouter Van Gansbeke Simon Vandenhende Stamatios Georgoulis Luc Van Gool SSL 188 250 0 11 Feb 2021
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,369 0 09 Mar 2020