Cut and Learn for Unsupervised Object Detection and Instance Segmentation

26 January 2023

Papers citing "Cut and Learn for Unsupervised Object Detection and Instance Segmentation"

50 / 112 papers shown

Title
Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning Can Küçüksözen Yücel Yemez OCL 49 0 0 04 May 2025
Falcon: Fractional Alternating Cut with Overcoming Minima in Unsupervised Segmentation Xiao Zhang Xiangyu Han Xiwen Lai Yao Sun Pei Zhang Konrad Kording 34 0 0 08 Apr 2025
v-CLR: View-Consistent Learning for Open-World Instance Segmentation Chang-Bin Zhang Jinhong Ni Yujie Zhong Kai Han 3DV VLM 69 0 0 02 Apr 2025
Scene-Centric Unsupervised Panoptic Segmentation Oliver Hahn Christoph Reich Nikita Araslanov Daniel Cremers Christian Rupprecht Stefan Roth OCL 62 0 0 02 Apr 2025
Prompt-Guided Attention Head Selection for Focus-Oriented Image Retrieval Yuji Nozawa Yu Lin Kazumoto Nakamura Youyang Ng 38 0 0 02 Apr 2025
DiffEGG: Diffusion-Driven Edge Generation as a Pixel-Annotation-Free Alternative for Instance Annotation Sanghyun Jo Ziseok Lee Wooyeol Lee Kyungsu Kim 47 0 0 11 Mar 2025
UNION: Unsupervised 3D Object Detection using Object Appearance-based Pseudo-Classes T. Lentsch Holger Caesar D. Gavrila 3DPC 94 8 0 20 Feb 2025
Simplifying DINO via Coding Rate Regularization Ziyang Wu Jingyuan Zhang Druv Pai Qing Guo Chandan Singh Jianwei Yang Jianfeng Gao Yi Ma 170 1 0 17 Feb 2025
Multi-Scale Foreground-Background Confidence for Out-of-Distribution Segmentation Samuel Marschall Kira Maag 85 1 0 22 Dec 2024
LEARN: A Unified Framework for Multi-Task Domain Adapt Few-Shot Learning Bharadwaj Ravichandran Alexander Lynch S. Brockman Brandon RichardWebster Dawei Du A. Hoogs Christopher Funk ObjD VLM 73 0 0 20 Dec 2024
Talking to DINO: Bridging Self-Supervised Vision Backbones with Language for Open-Vocabulary Segmentation Luca Barsellotti Lorenzo Bianchi Nicola Messina F. Carrara Marcella Cornia Lorenzo Baraldi Fabrizio Falchi Rita Cucchiara VLM 72 2 0 28 Nov 2024
Distilling Spectral Graph for Object-Context Aware Open-Vocabulary Semantic Segmentation Chanyoung Kim Dayun Ju Woojung Han Ming-Hsuan Yang Seong Jae Hwang VLM VOS 79 0 0 26 Nov 2024
Probing the Mid-level Vision Capabilities of Self-Supervised Learning Xuweiyi Chen Markus Marks Zezhou Cheng 81 0 0 25 Nov 2024
Harnessing Vision Foundation Models for High-Performance, Training-Free Open Vocabulary Segmentation Yuheng Shi Minjing Dong Chang Xu VLM 43 1 0 14 Nov 2024
AMNCutter: Affinity-Attention-Guided Multi-View Normalized Cutter for Unsupervised Surgical Instrument Segmentation Mingyu Sheng Jianan Fan Dongnan Liu Ron Kikinis Weidong Cai 37 0 0 06 Nov 2024
Bootstrapping Top-down Information for Self-modulating Slot Attention Dongwon Kim Seoyeon Kim Suha Kwak OCL ObjD 35 0 0 04 Nov 2024
Exploring PCA-based feature representations of image pixels via CNN to enhance food image segmentation Ying Dai 38 0 0 03 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 27 1 0 22 Oct 2024
Interpretable end-to-end Neurosymbolic Reinforcement Learning agents Nils Grandien Quentin Delfosse Kristian Kersting OffRL 27 2 0 18 Oct 2024
UW-SDF: Exploiting Hybrid Geometric Priors for Neural SDF Reconstruction from Underwater Multi-view Monocular Images Zeyu Chen Jingyi Tang Gu Wang Shengquan Li Xinghui Li Xiangyang Ji Xiu Li 25 0 0 10 Oct 2024
ProMerge: Prompt and Merge for Unsupervised Instance Segmentation Dylan Li Gyungin Shin 35 3 0 27 Sep 2024
Generalization Boosted Adapter for Open-Vocabulary Segmentation Wenhao Xu Changwei Wang Xuxiang Feng Rongtao Xu Longzhao Huang Zherui Zhang Li Guo Shibiao Xu VLM 34 2 0 13 Sep 2024
VLTP: Vision-Language Guided Token Pruning for Task-Oriented Segmentation Hanning Chen Yang Ni Wenjun Huang Yezi Liu SungHeon Jeong Fei Wen Nathaniel Bastian Hugo Latapie Mohsen Imani VLM 32 4 0 13 Sep 2024
SURGIVID: Annotation-Efficient Surgical Video Object Discovery Çağhan Köksal Ghazal Ghazaei Nassir Navab 30 1 0 12 Sep 2024
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
Can Visual Foundation Models Achieve Long-term Point Tracking? Görkay Aydemir Weidi Xie Fatma Guney 34 7 0 24 Aug 2024
Image Segmentation in Foundation Model Era: A Survey Tianfei Zhou Fei Zhang Boyu Chang Wenguan Wang Ye Yuan E. Konukoglu Daniel Cremers VLM 42 4 0 23 Aug 2024
In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic Segmentation Dahyun Kang Minsu Cho ObjD VLM 40 9 0 09 Aug 2024
Deep Spectral Methods for Unsupervised Ultrasound Image Interpretation Oleksandra Tmenova Yordanka Velikova Mahdi Saleh Nassir Navab 31 0 0 04 Aug 2024
SANGRIA: Surgical Video Scene Graph Optimization for Surgical Workflow Prediction cCaughan Koksal Ghazal Ghazaei Felix Holm Azade Farshad Nassir Navab MedIm 43 2 0 29 Jul 2024
Part2Object: Hierarchical Unsupervised 3D Instance Segmentation Cheng Shi Yulin Zhang Bin Yang Jiajin Tang Yuexin Ma Sibei Yang 3DPC 51 1 0 14 Jul 2024
Pseudo-RIS: Distinctive Pseudo-supervision Generation for Referring Image Segmentation Seonghoon Yu Paul Hongsuck Seo Jeany Son DiffM 57 4 0 10 Jul 2024
ConceptExpress: Harnessing Diffusion Models for Single-image Unsupervised Concept Extraction Shaozhe Hao Kai Han Zhengyao Lv Shihao Zhao Kwan-Yee K. Wong DiffM CoGe 36 5 0 09 Jul 2024
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 34 0 0 04 Jul 2024
Segment Anything without Supervision Xudong Wang Jingfeng Yang Trevor Darrell VLM 43 10 0 28 Jun 2024
AlignedCut: Visual Concepts Discovery on Brain-Guided Universal Feature Space Huzheng Yang James Gee Jianbo Shi VOS 31 1 0 26 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 82 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 37 5 0 13 Jun 2024
Unsupervised Object Detection with Theoretical Guarantees Marian Longa Joao F. Henriques 45 0 0 11 Jun 2024
UVIS: Unsupervised Video Instance Segmentation Shuaiyi Huang Saksham Suri Kamal Gupta Sai Saketh Rambhatla Ser-Nam Lim Abhinav Shrivastava VLM 39 3 0 11 Jun 2024
UnSupDLA: Towards Unsupervised Document Layout Analysis Talha Uddin Sheikh Tahira Shehzadi K. Hashmi Didier Stricker Muhammad Zeshan Afzal 34 2 0 10 Jun 2024
Scaling White-Box Transformers for Vision Jinrui Yang Xianhang Li Druv Pai Yuyin Zhou Yi Ma Yaodong Yu Cihang Xie ViT 44 9 0 30 May 2024
A Good Foundation is Worth Many Labels: Label-Efficient Panoptic Segmentation Niclas Vodisch Kürsat Petek Markus Kappeler Abhinav Valada Wolfram Burgard VLM 37 4 0 29 May 2024
Recasting Generic Pretrained Vision Transformers As Object-Centric Scene Encoders For Manipulation Policies Jianing Qian Anastasios Panagopoulos Dinesh Jayaraman LM&Ro ViT 38 5 0 24 May 2024
Enhancing Weakly Supervised Semantic Segmentation with Multi-modal Foundation Models: An End-to-End Approach Elham Ravanbakhsh Cheng Niu Yongqing Liang J. Ramanujam Xin Li VLM 54 0 0 10 May 2024
Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals Oliver Hahn Nikita Araslanov Simone Schaub-Meyer Stefan Roth 3DPC 38 3 0 25 Apr 2024
Show and Grasp: Few-shot Semantic Segmentation for Robot Grasping through Zero-shot Foundation Models Leonardo Barcellona Alberto Bacchin Matteo Terreran Emanuele Menegatti Stefano Ghidoni 35 1 0 19 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 43 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 40 3 0 18 Apr 2024
Finding Dino: A Plug-and-Play Framework for Zero-Shot Detection of Out-of-Distribution Objects Using Prototypes Poulami Sinhamahapatra Franziska Schwaiger Shirsha Bose Huiyu Wang Karsten Roscher Stephan Guennemann 25 3 0 11 Apr 2024