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FreeSOLO: Learning to Segment Objects without Annotations

Computer Vision and Pattern Recognition (CVPR), 2022

24 February 2022

Chunhua Shen

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Papers citing "FreeSOLO: Learning to Segment Objects without Annotations"

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Title
Unsupervised Image Classification with Adaptive Nearest Neighbor Selection and Cluster Ensembles Melih Baydar Emre Akbas 146 0 0 20 Nov 2025
CoPatch: Zero-Shot Referring Image Segmentation by Leveraging Untapped Spatial Knowledge in CLIP Na Min An Inha Kang Minhyun Lee Hyunjung Shim VLM 125 0 0 27 Sep 2025
Catching the Details: Self-Distilled RoI Predictors for Fine-Grained MLLM Perception Yuheng Shi Xiaohuan Pei Minjing Dong Chang Xu ObjD 241 0 0 21 Sep 2025
Unsupervised Instance Segmentation with SuperpixelsPattern Recognition (Pattern Recogn.), 2025 Cuong Manh Hoang SSeg 154 1 0 03 Sep 2025
S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything without Supervision Huihui Xu Jin Ye Hongqiu Wang Changkai Ji Jiashi Lin ... Chenglong Ma Tianbin Li Lihao Liu Junjun He Lei Zhu 151 0 0 09 Aug 2025
Enhancing Object Discovery for Unsupervised Instance Segmentation and Object Detection Xingyu Feng Hebei Gao Hong Li 128 0 0 04 Aug 2025
Ensemble Foreground Management for Unsupervised Object Discovery Ziling Wu Armaghan Moemeni Praminda Caleb-Solly OCL 169 0 0 28 Jul 2025
DIGMAPPER: A Modular System for Automated Geologic Map Digitization Weiwei Duan Michael P. Gerlek Steven Minton Craig A. Knoblock Fandel Lin ... Leeje Jang Sofia Kirsanova Zekun Li Yijun Lin Yao-Yi Chiang AI4CE 115 2 0 19 Jun 2025
unMORE: Unsupervised Multi-Object Segmentation via Center-Boundary Reasoning Yafei Yang Zihui Zhang Bo Yang OCL 250 1 0 02 Jun 2025
gen2seg: Generative Models Enable Generalizable Instance Segmentation Om Khangaonkar Hamed Pirsiavash DiffM VLM 409 0 0 21 May 2025
LGD: Leveraging Generative Descriptions for Zero-Shot Referring Image SegmentationPattern Recognition (Pattern Recogn.), 2025 Jiachen Li Qing Xie Xiaohan Yu Hongyun Wang Jinyu Xu Yongjian Liu ObjD 420 0 0 20 Apr 2025
v-CLR: View-Consistent Learning for Open-World Instance SegmentationComputer Vision and Pattern Recognition (CVPR), 2025 Chang-Bin Zhang Jinhong Ni Yujie Zhong Kai Han 3DV VLM 398 2 0 02 Apr 2025
Scene-Centric Unsupervised Panoptic SegmentationComputer Vision and Pattern Recognition (CVPR), 2025 Oliver Hahn Christoph Reich Nikita Araslanov Daniel Cremers Christian Rupprecht Stefan Roth OCL 304 5 0 02 Apr 2025
Hybrid Global-Local Representation with Augmented Spatial Guidance for Zero-Shot Referring Image SegmentationComputer Vision and Pattern Recognition (CVPR), 2025 Ting Liu Siyuan Li 225 7 0 01 Apr 2025
M2N2V2: Multi-Modal Unsupervised and Training-free Interactive Segmentation Markus Karmann Peng-Tao Jiang Bo Li O. Urfalioglu 192 0 0 20 Mar 2025
TRACE: Your Diffusion Model is Secretly an Instance Edge Detector Sanghyun Jo Ziseok Lee Wooyeol Lee Jonghyun Choi Jaesik Park Kyungsu Kim 430 2 0 11 Mar 2025
IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word EmphasisAAAI Conference on Artificial Intelligence (AAAI), 2025 Yun Wang Jingchen Ni Yong-Jin Liu Chun Yuan Yansong Tang 247 13 0 02 Mar 2025
UNION: Unsupervised 3D Object Detection using Object Appearance-based Pseudo-ClassesNeural Information Processing Systems (NeurIPS), 2024 T. Lentsch Holger Caesar D. Gavrila 3DPC 262 14 0 20 Feb 2025
Unified Coding for Both Human Perception and Generalized Machine Analytics with CLIP SupervisionAAAI Conference on Artificial Intelligence (AAAI), 2025 Kangsheng Yin Quan Liu Xuelin Shen Yulin He Wenhan Yang Shiqi Wang VLM 263 3 0 08 Jan 2025
Probing the Mid-level Vision Capabilities of Self-Supervised LearningComputer Vision and Pattern Recognition (CVPR), 2024 Xuweiyi Chen Markus Marks Zezhou Cheng 447 3 0 25 Nov 2024
AttriPrompter: Auto-Prompting with Attribute Semantics for Zero-shot Nuclei Detection via Visual-Language Pre-trained ModelsIEEE Transactions on Medical Imaging (IEEE TMI), 2024 Yongjian Wu Yang Zhou Jiya Saiyin Bingzheng Wei M. Lai Jianzhong Shou Yan Xu VLM MedIm 202 3 0 22 Oct 2024
Boosting Weakly-Supervised Referring Image Segmentation via Progressive ComprehensionNeural Information Processing Systems (NeurIPS), 2024 Zaiquan Yang Yuhao Liu Jiaying Lin Gerhard Hancke Rynson W. H. Lau 276 8 0 02 Oct 2024
ProMerge: Prompt and Merge for Unsupervised Instance SegmentationEuropean Conference on Computer Vision (ECCV), 2024 Dylan Li Gyungin Shin 188 8 0 27 Sep 2024
In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2024 Dahyun Kang Minsu Cho ObjD VLM 354 24 0 09 Aug 2024
PEEKABOO: Hiding parts of an image for unsupervised object localization Hasib Zunair u 24 A.BenHamza SSL 258 1 0 24 Jul 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 197 0 0 15 Jul 2024
Part2Object: Hierarchical Unsupervised 3D Instance Segmentation Cheng Shi Yulin Zhang Bin Yang Jiajin Tang Yuexin Ma Sibei Yang 3DPC 233 10 0 14 Jul 2024
Pseudo-RIS: Distinctive Pseudo-supervision Generation for Referring Image Segmentation Seonghoon Yu Paul Hongsuck Seo Jeany Son DiffM 364 11 0 10 Jul 2024
Segment Anything without Supervision Xudong Wang Jingfeng Yang Trevor Darrell VLM 284 24 0 28 Jun 2024
DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection Jia Syuen Lim Zhuoxiao Chen Mahsa Baktashmotlagh Zhi Chen Xin Yu Zi Huang Yadan Luo VLM ObjD 345 7 0 21 Jun 2024
Adaptive Slot Attention: Object Discovery with Dynamic Slot Number Ke Fan Zechen Bai Tianjun Xiao Tong He Max Horn Yanwei Fu Francesco Locatello Zheng Zhang OCL 198 20 0 13 Jun 2024
A Good Foundation is Worth Many Labels: Label-Efficient Panoptic Segmentation Niclas Vodisch Kürsat Petek Markus Kappeler Abhinav Valada Wolfram Burgard VLM 226 8 0 29 May 2024
OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision Junjie Wang Bin Chen Bin Kang Yulin Li Yichi Chen Weizhi Xian Huifeng Chang VLM ObjD 193 15 0 28 May 2024
Unsupervised Pre-training with Language-Vision Prompts for Low-Data Instance Segmentation Dingwen Zhang Hao Li Diqi He Nian Liu Lechao Cheng Jingdong Wang Junwei Han VLM 161 11 0 22 May 2024
Masked Multi-Query Slot Attention for Unsupervised Object Discovery Rishav Pramanik José-Fabian Villa-Vásquez M. Pedersoli OCL 257 2 0 30 Apr 2024
The devil is in the object boundary: towards annotation-free instance segmentation using Foundation Models Cheng Shi Sibei Yang VLM 167 8 0 18 Apr 2024
SOHES: Self-supervised Open-world Hierarchical Entity SegmentationInternational Conference on Learning Representations (ICLR), 2024 Shengcao Cao J. Gu Jason Kuen Hao Tan Ruiyi Zhang Handong Zhao A. Nenkova Liangyan Gui Tong Sun Yu Wang VLM OCL 328 3 0 18 Apr 2024
What is Point Supervision Worth in Video Instance Segmentation? Shuaiyi Huang De-An Huang Zhiding Yu Shiyi Lan Subhashree Radhakrishnan Jose M. Alvarez Abhinav Shrivastava A. Anandkumar VOS 312 6 0 01 Apr 2024
CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised TransformersComputer Vision and Pattern Recognition (CVPR), 2024 Shahaf Arica Or Rubin Sapir Gershov S. Laufer 125 12 0 12 Mar 2024
PANDAS: Prototype-based Novel Class Discovery and Detection Tyler L. Hayes César R. de Souza Namil Kim Jiwon Kim Riccardo Volpi Diane Larlus ObjD 276 4 0 27 Feb 2024
HASSOD: Hierarchical Adaptive Self-Supervised Object DetectionNeural Information Processing Systems (NeurIPS), 2024 Shengcao Cao Dhiraj Joshi Liangyan Gui Yu Wang 193 17 0 05 Feb 2024
A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting Wouter Van Gansbeke Bert De Brabandere DiffM 296 14 0 18 Jan 2024
HEAP: Unsupervised Object Discovery and Localization with Contrastive GroupingAAAI Conference on Artificial Intelligence (AAAI), 2023 Xin Zhang Jinheng Xie Yuan. Yuan Michael Bi Mi Robby T. Tan VOS OCL VLM 369 8 0 29 Dec 2023
Unsupervised Universal Image Segmentation Dantong Niu Xudong Wang Xinyang Han Long Lian Roei Herzig Trevor Darrell VLM 227 35 0 28 Dec 2023
CLIP as RNN: Segment Countless Visual Concepts without Training EndeavorComputer Vision and Pattern Recognition (CVPR), 2023 Shuyang Sun Runjia Li Juil Sock Xiuye Gu Siyang Li VLM CLIP 395 54 0 12 Dec 2023
Counterfactual World Modeling for Physical Dynamics Understanding Rahul Venkatesh Honglin Chen Kevin T. Feigelis Daniel M. Bear Khaled Jedoui ... Wanhee Lee Sherry Liu Kevin A. Smith Judith E. Fan Daniel L. K. Yamins VGen 249 7 0 11 Dec 2023
Deciphering 'What' and 'Where' Visual Pathways from Spectral Clustering of Layer-Distributed Neural Representations Xiao Zhang David Yunis Michael Maire 144 6 0 11 Dec 2023
Benchmarking and Analysis of Unsupervised Object Segmentation from Real-world Single ImagesInternational Journal of Computer Vision (IJCV), 2023 Yafei Yang Bo Yang OCL 144 4 0 08 Dec 2023
Low-shot Object Learning with Mutual Exclusivity Bias Anh Thai Ahmad Humayun Stefan Stojanov Zixuan Huang Bikram Boote James M. Rehg 202 4 0 06 Dec 2023
Understanding Self-Supervised Features for Learning Unsupervised Instance Segmentation Paul Engstler Luke Melas-Kyriazi Christian Rupprecht Iro Laina SSL 156 7 0 24 Nov 2023