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Unsupervised Universal Image Segmentation

Unsupervised Universal Image Segmentation

28 December 2023
Dantong Niu
Xudong Wang
Xinyang Han
Long Lian
Roei Herzig
Trevor Darrell
    VLM
ArXiv (abs)PDFHTMLHuggingFace (20 upvotes)

Papers citing "Unsupervised Universal Image Segmentation"

21 / 21 papers shown
Unsupervised Image Classification with Adaptive Nearest Neighbor Selection and Cluster Ensembles
Melih Baydar
Emre Akbas
178
0
0
20 Nov 2025
A Training-Free Framework for Open-Vocabulary Image Segmentation and Recognition with EfficientNet and CLIP
A Training-Free Framework for Open-Vocabulary Image Segmentation and Recognition with EfficientNet and CLIP
Ying Dai
Wei Yu Chen
ObjDVLM
287
0
0
22 Oct 2025
CLASP: Adaptive Spectral Clustering for Unsupervised Per-Image Segmentation
CLASP: Adaptive Spectral Clustering for Unsupervised Per-Image Segmentation
Max Curie
Paulo da Costa
VLM
114
0
0
29 Sep 2025
Unsupervised Instance Segmentation with Superpixels
Unsupervised Instance Segmentation with SuperpixelsPattern Recognition (Pattern Recogn.), 2025
Cuong Manh Hoang
SSeg
213
2
0
03 Sep 2025
Feed-Forward SceneDINO for Unsupervised Semantic Scene Completion
Feed-Forward SceneDINO for Unsupervised Semantic Scene Completion
Aleksandar Jevtić
Christoph Reich
Felix Wimbauer
Oliver Hahn
Christian Rupprecht
Stefan Roth
Daniel Cremers
304
2
0
08 Jul 2025
Class Agnostic Instance-level Descriptor for Visual Instance Search
Class Agnostic Instance-level Descriptor for Visual Instance Search
Qi-Ying Sun
Wan-Lei Zhao
Hui-Ying Xie
Yi-Bo Miao
Chong-Wah Ngo
OCL
423
0
0
20 Jun 2025
SyncMapV2: Robust and Adaptive Unsupervised Segmentation
SyncMapV2: Robust and Adaptive Unsupervised Segmentation
Heng Zhang
Zikang Wan
Danilo Vasconcellos Vargas
335
0
0
19 Jun 2025
unMORE: Unsupervised Multi-Object Segmentation via Center-Boundary Reasoning
unMORE: Unsupervised Multi-Object Segmentation via Center-Boundary Reasoning
Yafei Yang
Zihui Zhang
Bo Yang
OCL
291
1
0
02 Jun 2025
Scene-Centric Unsupervised Panoptic Segmentation
Scene-Centric Unsupervised Panoptic SegmentationComputer Vision and Pattern Recognition (CVPR), 2025
Oliver Hahn
Christoph Reich
Nikita Araslanov
Daniel Cremers
Christian Rupprecht
Stefan Roth
OCL
329
6
0
02 Apr 2025
TRACE: Your Diffusion Model is Secretly an Instance Edge Detector
TRACE: Your Diffusion Model is Secretly an Instance Edge Detector
Sanghyun Jo
Ziseok Lee
Wooyeol Lee
Jonghyun Choi
Jaesik Park
Kyungsu Kim
506
2
0
11 Mar 2025
Exploring PCA-based feature representations of image pixels via CNN to
  enhance food image segmentation
Exploring PCA-based feature representations of image pixels via CNN to enhance food image segmentationIEEE Access (IEEE Access), 2024
Ying Dai
258
0
0
03 Nov 2024
Generalization Boosted Adapter for Open-Vocabulary Segmentation
Generalization Boosted Adapter for Open-Vocabulary Segmentation
Wenhao Xu
Changwei Wang
Xuxiang Feng
Rongtao Xu
Longzhao Huang
Zherui Zhang
Li Guo
Shibiao Xu
VLM
343
7
0
13 Sep 2024
Image Segmentation in Foundation Model Era: A Survey
Image Segmentation in Foundation Model Era: A Survey
Tianfei Zhou
Fei Zhang
Boyu Chang
Wenguan Wang
Ye Yuan
E. Konukoglu
Daniel Cremers
VLM
427
29
0
23 Aug 2024
Joint-Embedding Predictive Architecture for Self-Supervised Learning of
  Mask Classification Architecture
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
279
0
0
15 Jul 2024
CS3: Cascade SAM for Sperm Segmentation
CS3: Cascade SAM for Sperm Segmentation
Yi Shi
Xu-Peng Tian
Yun-Kai Wang
Tie-Yi Zhang
Bin Yao
Hui Wang
Yong Shao
Cen-Cen Wang
Rong Zeng
De-Chuan Zhan
152
0
0
04 Jul 2024
Segment Anything without Supervision
Segment Anything without Supervision
Xudong Wang
Jingfeng Yang
Trevor Darrell
VLM
352
24
0
28 Jun 2024
UMAD: Unsupervised Mask-Level Anomaly Detection for Autonomous Driving
UMAD: Unsupervised Mask-Level Anomaly Detection for Autonomous Driving
Daniel Bogdoll
Noël Ollick
Tim Joseph
J. Marius Zöllner
332
3
0
10 Jun 2024
Towards Semantic Equivalence of Tokenization in Multimodal LLM
Towards Semantic Equivalence of Tokenization in Multimodal LLMInternational Conference on Learning Representations (ICLR), 2024
Shengqiong Wu
Hao Fei
Xiangtai Li
Jiayi Ji
Hanwang Zhang
Tat-Seng Chua
Shuicheng Yan
MLLM
574
57
0
07 Jun 2024
Opti-Acoustic Semantic SLAM with Unknown Objects in Underwater
  Environments
Opti-Acoustic Semantic SLAM with Unknown Objects in Underwater Environments
Kurran Singh
Jungseok Hong
Nick Rypkema
John J. Leonard
224
6
0
19 Mar 2024
Open-Vocabulary Segmentation with Unpaired Mask-Text Supervision
Open-Vocabulary Segmentation with Unpaired Mask-Text Supervision
Zhaoqing Wang
Xiaobo Xia
Ziye Chen
Xiao He
Yandong Guo
Biwei Huang
Tongliang Liu
VLM
313
17
0
14 Feb 2024
Unsupervised Learning of Visual Features by Contrasting Cluster
  Assignments
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
Mathilde Caron
Ishan Misra
Julien Mairal
Priya Goyal
Piotr Bojanowski
Armand Joulin
OCLSSL
1.2K
4,653
0
17 Jun 2020
1