Unsupervised Hierarchical Semantic Segmentation with Multiview Cosegmentation and Clustering Transformers

25 April 2022

Papers citing "Unsupervised Hierarchical Semantic Segmentation with Multiview Cosegmentation and Clustering Transformers"

34 / 34 papers shown

Title
Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Can Küçüksözen Yücel Yemez OCL 52 0 0 04 May 2025
Dictionary-based Framework for Interpretable and Consistent Object Parsing Tiezheng Zhang Qihang Yu Alan Yuille Ju He 80 1 0 26 Feb 2025
Revisiting Surgical Instrument Segmentation Without Human Intervention: A Graph Partitioning View Mingyu Sheng Jianan Fan Dongnan Liu Ron Kikinis Weidong Cai 37 1 0 27 Aug 2024
ReCLIP++: Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation Jingyun Wang Guoliang Kang VLM SSL 47 7 0 13 Aug 2024
Joint-Embedding Predictive Architecture for Self-Supervised Learning of Mask Classification Architecture Donghee Kim Sungduk Cho Hyeonwoo Cho Chanmin Park Jinyoung Kim Won Hwa Kim 52 0 0 15 Jul 2024
View-Consistent Hierarchical 3D Segmentation Using Ultrametric Feature Fields Haodi He Colton Stearns Adam W. Harley Leonidas J. Guibas 3DV 41 2 0 30 May 2024
DynaSeg: A Deep Dynamic Fusion Method for Unsupervised Image Segmentation Incorporating Feature Similarity and Spatial Continuity Boujemaa Guermazi Naimul Khan 30 2 0 09 May 2024
Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals Oliver Hahn Nikita Araslanov Simone Schaub-Meyer Stefan Roth 3DPC 40 3 0 25 Apr 2024
Hierarchical Insights: Exploiting Structural Similarities for Reliable 3D Semantic Segmentation M. Dreissig Florian Piewak Joschka Boedecker 35 1 0 09 Apr 2024
Opti-Acoustic Semantic SLAM with Unknown Objects in Underwater Environments Kurran Singh Jungseok Hong Nick Rypkema John J. Leonard 44 1 0 19 Mar 2024
PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation Ruining Deng Quan Liu Can Cui Tianyuan Yao Jialin Yue ... Yu Wang Shilin Zhao Yucheng Tang Haichun Yang Yuankai Huo 32 8 0 29 Feb 2024
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision Transformer Sonal Kumar Arijit Sur R. Baruah ViT 40 2 0 23 Jan 2024
GARField: Group Anything with Radiance Fields C. Kim Mingxuan Wu J. Kerr Ken Goldberg Matthew Tancik Angjoo Kanazawa 40 48 0 17 Jan 2024
Discriminative Consensus Mining with A Thousand Groups for More Accurate Co-Salient Object Detection Peng Zheng 32 0 0 15 Jan 2024
A Lightweight Clustering Framework for Unsupervised Semantic Segmentation Yau Shing Jonathan Cheung Xi Chen Lihe Yang Hengshuang Zhao 29 1 0 30 Nov 2023
SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation Mengcheng Lan Xinjiang Wang Yiping Ke Jiaxing Xu Xue Jiang Wayne Zhang 43 11 0 27 Oct 2023
Causal Unsupervised Semantic Segmentation Junho Kim Byung-Kwan Lee Yonghyun Ro 33 18 0 11 Oct 2023
LOGICSEG: Parsing Visual Semantics with Neural Logic Learning and Reasoning Liulei Li Wenguan Wang Yi Yang NAI VLM 35 27 0 24 Sep 2023
Optical Flow boosts Unsupervised Localization and Segmentation Xinyu Zhang Abdeslam Boularias 36 5 0 25 Jul 2023
Weakly-supervised Contrastive Learning for Unsupervised Object Discovery Yun-Qiu Lv Jing Zhang Nick Barnes Yuchao Dai 28 11 0 07 Jul 2023
FreePoint: Unsupervised Point Cloud Instance Segmentation Zhikai Zhang Jian Ding Li Jiang Dengxin Dai Guisong Xia 3DPC 48 6 0 11 May 2023
CLIP-S $^4$ : Language-Guided Self-Supervised Semantic Segmentation Wenbin He Suphanut Jamonnak Liangke Gou Liu Ren VLM 46 32 0 01 May 2023
Removing supervision in semantic segmentation with local-global matching and area balancing Simone Rossetti Nico Sama F. Pirri VLM 38 0 0 30 Mar 2023
Adaptive Superpixel for Active Learning in Semantic Segmentation Ho-Joong Kim Minhyeon Oh S. Hwang Suha Kwak Jungseul Ok 21 12 0 29 Mar 2023
Improving self-supervised representation learning via sequential adversarial masking Dylan Sam Min Bai Tristan McKinney Li Erran Li SSL 32 0 0 16 Dec 2022
Unsupervised Image Semantic Segmentation through Superpixels and Graph Neural Networks Moshe Eliasof Nir Ben Zikri Eran Treister SSL GNN 23 3 0 21 Oct 2022
ACSeg: Adaptive Conceptualization for Unsupervised Semantic Segmentation Kehan Li Zhennan Wang Ze-Long Cheng Runyi Yu Yian Zhao Guoli Song Chang Liu Li-ming Yuan Jie Chen 29 38 0 12 Oct 2022
Learning Hierarchical Image Segmentation For Recognition and By Recognition Tsung-Wei Ke Sangwoo Mo Stella X. Yu VLM 37 9 0 01 Oct 2022
Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations Andrii Zadaianchuk Matthaeus Kleindessner Yi Zhu Francesco Locatello Thomas Brox 27 49 0 11 Jul 2022
ReCo: Retrieve and Co-segment for Zero-shot Transfer Gyungin Shin Weidi Xie Samuel Albanie VLM 29 89 0 14 Jun 2022
ViCE: Improving Dense Representation Learning by Superpixelization and Contrasting Cluster Assignment Robin Karlsson Tomoki Hayashi Keisuke Fujii Alexander Carballo Kento Ohtani K. Takeda SSL 42 4 0 24 Nov 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
SegSort: Segmentation by Discriminative Sorting of Segments Jyh-Jing Hwang Stella X. Yu Jianbo Shi Maxwell D. Collins Tien-Ju Yang Xiao Zhang Liang-Chieh Chen 183 148 0 15 Oct 2019
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 193 1,386 0 01 Feb 2018