FreeSOLO: Learning to Segment Objects without Annotations

24 February 2022

Chunhua Shen

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

50 / 89 papers shown

Title
LGD: Leveraging Generative Descriptions for Zero-Shot Referring Image Segmentation Jiachen Li Qing Xie Xiaohan Yu Hongyun Wang Jinyu Xu Yongjian Liu ObjD 76 0 0 20 Apr 2025
Scene-Centric Unsupervised Panoptic Segmentation Oliver Hahn Christoph Reich Nikita Araslanov Daniel Cremers Christian Rupprecht Stefan Roth OCL 57 0 0 02 Apr 2025
v-CLR: View-Consistent Learning for Open-World Instance Segmentation Chang-Bin Zhang Jinhong Ni Yujie Zhong Kai Han 3DV VLM 57 0 0 02 Apr 2025
Hybrid Global-Local Representation with Augmented Spatial Guidance for Zero-Shot Referring Image Segmentation Ting Liu Siyuan Li 36 0 0 01 Apr 2025
M2N2V2: Multi-Modal Unsupervised and Training-free Interactive Segmentation Markus Karmann Peng-Tao Jiang Bo Li O. Urfalioglu 42 0 0 20 Mar 2025
DiffEGG: Diffusion-Driven Edge Generation as a Pixel-Annotation-Free Alternative for Instance Annotation Sanghyun Jo Ziseok Lee Wooyeol Lee Kyungsu Kim 34 0 0 11 Mar 2025
IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word Emphasis Y. Wang Jingchen Ni Yong-Jin Liu Chun Yuan Yansong Tang 39 1 0 02 Mar 2025
UNION: Unsupervised 3D Object Detection using Object Appearance-based Pseudo-Classes T. Lentsch Holger Caesar D. Gavrila 3DPC 89 7 0 20 Feb 2025
Unified Coding for Both Human Perception and Generalized Machine Analytics with CLIP Supervision Kangsheng Yin Quan Liu Xuelin Shen Yulin He Wenhan Yang Shiqi Wang VLM 34 0 0 08 Jan 2025
Probing the Mid-level Vision Capabilities of Self-Supervised Learning Xuweiyi Chen Markus Marks Zezhou Cheng 66 0 0 25 Nov 2024
AttriPrompter: Auto-Prompting with Attribute Semantics for Zero-shot Nuclei Detection via Visual-Language Pre-trained Models Yongjian Wu Yang Zhou Jiya Saiyin Bingzheng Wei M. Lai Jianzhong Shou Yan Xu VLM MedIm 25 1 0 22 Oct 2024
Boosting Weakly-Supervised Referring Image Segmentation via Progressive Comprehension Zaiquan Yang Yuhao Liu Jiaying Lin Gerhard Hancke Rynson W. H. Lau 26 1 0 02 Oct 2024
ProMerge: Prompt and Merge for Unsupervised Instance Segmentation Dylan Li Gyungin Shin 22 3 0 27 Sep 2024
In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic Segmentation Dahyun Kang Minsu Cho ObjD VLM 27 9 0 09 Aug 2024
PEEKABOO: Hiding parts of an image for unsupervised object localization Hasib Zunair u 24 A.BenHamza SSL 31 0 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 38 0 0 15 Jul 2024
Part2Object: Hierarchical Unsupervised 3D Instance Segmentation Cheng Shi Yulin Zhang Bin Yang Jiajin Tang Yuexin Ma Sibei Yang 3DPC 34 1 0 14 Jul 2024
Pseudo-RIS: Distinctive Pseudo-supervision Generation for Referring Image Segmentation Seonghoon Yu Paul Hongsuck Seo Jeany Son DiffM 50 4 0 10 Jul 2024
Segment Anything without Supervision Xudong Wang Jingfeng Yang Trevor Darrell VLM 35 10 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 78 1 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 30 5 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 32 4 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 23 7 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 30 0 0 22 May 2024
Masked Multi-Query Slot Attention for Unsupervised Object Discovery Rishav Pramanik José-Fabian Villa-Vásquez M. Pedersoli OCL 38 0 0 30 Apr 2024
SOHES: Self-supervised Open-world Hierarchical Entity Segmentation Shengcao Cao Jiuxiang Gu Jason Kuen Hao Tan Ruiyi Zhang Handong Zhao A. Nenkova Liangyan Gui Tong Sun Yu-Xiong Wang VLM OCL 33 3 0 18 Apr 2024
The devil is in the object boundary: towards annotation-free instance segmentation using Foundation Models Cheng Shi Sibei Yang VLM 32 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 27 3 0 01 Apr 2024
CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers Shahaf Arica Or Rubin Sapir Gershov S. Laufer 24 6 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 23 2 0 27 Feb 2024
HASSOD: Hierarchical Adaptive Self-Supervised Object Detection Shengcao Cao Dhiraj Joshi Liangyan Gui Yu-Xiong Wang 19 11 0 05 Feb 2024
A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting Wouter Van Gansbeke Bert De Brabandere DiffM 22 11 0 18 Jan 2024
HEAP: Unsupervised Object Discovery and Localization with Contrastive Grouping Xin Zhang Jinheng Xie Yuan. Yuan Michael Bi Mi Robby T. Tan VOS OCL VLM 52 2 0 29 Dec 2023
Unsupervised Universal Image Segmentation Dantong Niu Xudong Wang Xinyang Han Long Lian Roei Herzig Trevor Darrell VLM 27 17 0 28 Dec 2023
CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor Shuyang Sun Runjia Li Philip H. S. Torr Xiuye Gu Siyang Li VLM CLIP 20 32 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 38 1 0 11 Dec 2023
Deciphering 'What' and 'Where' Visual Pathways from Spectral Clustering of Layer-Distributed Neural Representations Xiao Zhang David Yunis Michael Maire 25 2 0 11 Dec 2023
Benchmarking and Analysis of Unsupervised Object Segmentation from Real-world Single Images Yafei Yang Bo Yang OCL 24 2 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 27 2 0 06 Dec 2023
Understanding Self-Supervised Features for Learning Unsupervised Instance Segmentation Paul Engstler Luke Melas-Kyriazi Christian Rupprecht Iro Laina SSL 20 3 0 24 Nov 2023
Text Augmented Spatial-aware Zero-shot Referring Image Segmentation Yuchen Suo Linchao Zhu Yi Yang 21 12 0 27 Oct 2023
SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation Mengcheng Lan Xinjiang Wang Yiping Ke Jiaxing Xu Litong Feng Wayne Zhang 22 11 0 27 Oct 2023
Segment, Select, Correct: A Framework for Weakly-Supervised Referring Segmentation Francisco Eiras Kemal Oksuz Adel Bibi Philip H. S. Torr P. Dokania 25 1 0 20 Oct 2023
Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey Oriane Siméoni Éloi Zablocki Spyros Gidaris Gilles Puy Patrick Pérez 24 10 0 19 Oct 2023
Panoptic Out-of-Distribution Segmentation Rohit Mohan Kiran Kumaraswamy Juana Valeria Hurtado Kürsat Petek Abhinav Valada 19 8 0 18 Oct 2023
CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free Monika Wysoczañska Michael Ramamonjisoa Tomasz Trzciñski Oriane Siméoni 3DV VLM 19 20 0 25 Sep 2023
SEMPART: Self-supervised Multi-resolution Partitioning of Image Semantics Sriram Ravindran Debraj Basu 24 2 0 20 Sep 2023
Few-Shot Panoptic Segmentation With Foundation Models Markus Kappeler Kürsat Petek Niclas Vodisch Wolfram Burgard Abhinav Valada 24 16 0 19 Sep 2023
Ref-Diff: Zero-shot Referring Image Segmentation with Generative Models Minheng Ni Yabo Zhang Kailai Feng Xiaoming Li Yiwen Guo W. Zuo DiffM 16 24 0 31 Aug 2023
CL-MAE: Curriculum-Learned Masked Autoencoders Neelu Madan Nicolae-Cătălin Ristea Kamal Nasrollahi T. Moeslund Radu Tudor Ionescu 14 10 0 31 Aug 2023