Simple Does It: Weakly Supervised Instance and Semantic Segmentation

24 March 2016

Anna Khoreva

Rodrigo Benenson

J. Hosang

Matthias Hein

Bernt Schiele

Papers citing "Simple Does It: Weakly Supervised Instance and Semantic Segmentation"

50 / 361 papers shown

Title
DaTaSeg: Taming a Universal Multi-Dataset Multi-Task Segmentation Model Xiuye Gu Huayu Chen Jonathan Huang Abdullah M. Rashwan Boxin Wang ... Golnaz Ghiasi Weicheng Kuo Huizhong Chen Liang-Chieh Chen David A. Ross ISeg 30 26 0 02 Jun 2023
Segment Anything Model (SAM) Enhanced Pseudo Labels for Weakly Supervised Semantic Segmentation Tianle Chen Zheda Mai Ruiwen Li Wei-lun Chao VLM 27 51 0 09 May 2023
An Alternative to WSSS? An Empirical Study of the Segment Anything Model (SAM) on Weakly-Supervised Semantic Segmentation Problems Weixuan Sun Zheyuan Liu Yanhao Zhang Yiran Zhong Nick Barnes VLM 83 20 0 02 May 2023
Segment Anything is A Good Pseudo-label Generator for Weakly Supervised Semantic Segmentation Peng-Tao Jiang Yuqi Yang VLM 28 29 0 02 May 2023
Point-supervised Single-cell Segmentation via Collaborative Knowledge Sharing Ji Yu 27 5 0 20 Apr 2023
Monte Carlo Linear Clustering with Single-Point Supervision is Enough for Infrared Small Target Detection Boyang Li Yingqian Wang Longguang Wang Fei Zhang Ting-Yuan Liu Zaiping Lin Wei An Yulan Guo 36 15 0 10 Apr 2023
H2RBox-v2: Incorporating Symmetry for Boosting Horizontal Box Supervised Oriented Object Detection Yi Yu Xue Yang Qingyun Li Yue Zhou Gefan Zhang Feipeng Da Junchi Yan 31 36 0 10 Apr 2023
Learning Neural Eigenfunctions for Unsupervised Semantic Segmentation Zhijie Deng Yucen Luo 28 6 0 06 Apr 2023
High-fidelity Pseudo-labels for Boosting Weakly-Supervised Segmentation Arvi Jonnarth Yushan Zhang M. Felsberg 33 0 0 05 Apr 2023
Shepherding Slots to Objects: Towards Stable and Robust Object-Centric Learning Jinwoo Kim Janghyuk Choi Ho-Jin Choi Seon Joo Kim OCL VLM 27 14 0 31 Mar 2023
Mask-Free Video Instance Segmentation Lei Ke Martin Danelljan Henghui Ding Yu-Wing Tai Chi-Keung Tang Feng Yu 24 22 0 28 Mar 2023
The Devil is in the Points: Weakly Semi-Supervised Instance Segmentation via Point-Guided Mask Representation Beomyoung Kim Joonhyun Jeong Dongyoon Han Sung Ju Hwang ISeg 57 26 0 27 Mar 2023
Panoptic One-Click Segmentation: Applied to Agricultural Data P. Zimmer Michael Halstead Chris McCool 21 2 0 15 Mar 2023
ReFit: A Framework for Refinement of Weakly Supervised Semantic Segmentation using Object Border Fitting for Medical Images B. Prabakaran Erik Ostrowski Mohamed Bennai 13 1 0 14 Mar 2023
SIM: Semantic-aware Instance Mask Generation for Box-Supervised Instance Segmentation Ruihuang Li Chenhang He Yabin Zhang Shuai Li Liyi Chen Lei Zhang ISeg 62 15 0 14 Mar 2023
SoftMatch Distance: A Novel Distance for Weakly-Supervised Trend Change Detection in Bi-Temporal Images Yuqun Yang Xu Tang Xiangrong Zhang Jingjing Ma Licheng Jiao 26 2 0 08 Mar 2023
Exploit CAM by itself: Complementary Learning System for Weakly Supervised Semantic Segmentation Jiren Mai Fei Zhang Junjie Ye Marcus Kalander Xian Zhang Wankou Yang Tongliang Liu Bo Han VLM 19 0 0 04 Mar 2023
Conflict-Based Cross-View Consistency for Semi-Supervised Semantic Segmentation Zicheng Wang Zhen Zhao Xiaoxia Xing Dong Xu Xiangyu Kong Luping Zhou 53 44 0 02 Mar 2023
ENInst: Enhancing Weakly-supervised Low-shot Instance Segmentation Moon Ye-Bin D. Choi Y. Kwon Junsik Kim Tae-Hyun Oh ISeg 35 6 0 20 Feb 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 37 50 0 13 Feb 2023
Weakly Supervised Human Skin Segmentation using Guidance Attention Mechanisms Kooshan Hashemifard Pau Climent-Pérez Francisco Flórez-Revuelta 3DH 24 1 0 09 Feb 2023
SkyEye: Self-Supervised Bird's-Eye-View Semantic Mapping Using Monocular Frontal View Images Nikhil Gosala Kürsat Petek Paulo L. J. Drews-Jr Wolfram Burgard Abhinav Valada MDE 34 35 0 08 Feb 2023
Spatio-Temporal Point Process for Multiple Object Tracking Tao Wang Kean Chen Weiyao Lin John See Zenghui Zhang Qian Xu Xiaoshuo Jia VOT 21 23 0 05 Feb 2023
Weakly-Supervised 3D Medical Image Segmentation using Geometric Prior and Contrastive Similarity H. Du Qihua Dong Yan Xu J. Liao 36 12 0 04 Feb 2023
ZScribbleSeg: Zen and the Art of Scribble Supervised Medical Image Segmentation Kecheng Zhang Xiahai Zhuang 24 8 0 12 Jan 2023
Annotation by Clicks: A Point-Supervised Contrastive Variance Method for Medical Semantic Segmentation Qing En Yuhong Guo 15 4 0 17 Dec 2022
Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation A. Das Yongqin Xian Yang He Zeynep Akata Bernt Schiele 29 14 0 15 Dec 2022
EM-Paste: EM-guided Cut-Paste with DALL-E Augmentation for Image-level Weakly Supervised Instance Segmentation Yunhao Ge Lyne Tchapmi Brian Nlong Zhao Laurent Itti Vibhav Vineet DiffM 39 5 0 15 Dec 2022
Solve the Puzzle of Instance Segmentation in Videos: A Weakly Supervised Framework with Spatio-Temporal Collaboration Liqi Yan Qifan Wang Siqi Ma Jingang Wang Changbin (Brad) Yu VOS 32 38 0 15 Dec 2022
Learning to Detect Semantic Boundaries with Image-level Class Labels Nam-Won Kim S. Hwang Suha Kwak 30 3 0 15 Dec 2022
Connectivity-constrained Interactive Panoptic Segmentation Ruobing Shen Bo Tang Andrea Lodi Ismail Ben Ayed T. Guthier 27 1 0 13 Dec 2022
AsyInst: Asymmetric Affinity with DepthGrad and Color for Box-Supervised Instance Segmentation Si-Jia Yang Longlong Jing Junfei Xiao Hang Zhao Alan Yuille Yingwei Li ISeg 27 2 0 07 Dec 2022
LWSIS: LiDAR-guided Weakly Supervised Instance Segmentation for Autonomous Driving Xiang Li Junbo Yin Botian Shi Yikang Li Ruigang Yang Jianbing Shen ISeg 24 12 0 07 Dec 2022
Box2Mask: Box-supervised Instance Segmentation via Level-set Evolution Wentong Li Wenyu Liu Jianke Zhu Miaomiao Cui Risheng Yu Xia Hua Lei Zhang ISeg 33 30 0 03 Dec 2022
Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation Ze-Long Cheng Pengchong Qiao Kehan Li Siheng Li Pengxu Wei Xiang Ji Li-ming Yuan Chang Liu Jie Chen 31 36 0 22 Nov 2022
SemFormer: Semantic Guided Activation Transformer for Weakly Supervised Semantic Segmentation Junliang Chen Xiaodong Zhao Cheng Luo Linlin Shen ViT 29 3 0 26 Oct 2022
From colouring-in to pointillism: revisiting semantic segmentation supervision Rodrigo Benenson V. Ferrari VLM 31 18 0 25 Oct 2022
Pointly-Supervised Panoptic Segmentation Junsong Fan Zhaoxiang Zhang Tieniu Tan 35 23 0 25 Oct 2022
SLAMs: Semantic Learning based Activation Map for Weakly Supervised Semantic Segmentation Junliang Chen Xiaodong Zhao Minmin Liu Linlin Shen 22 0 0 22 Oct 2022
Non-Iterative Scribble-Supervised Learning with Pacing Pseudo-Masks for Medical Image Segmentation Zefan Yang Di Lin Dong Ni Yi Wang 15 12 0 20 Oct 2022
MOVE: Unsupervised Movable Object Segmentation and Detection Adam Bielski Paolo Favaro OCL 23 20 0 14 Oct 2022
H2RBox: Horizontal Box Annotation is All You Need for Oriented Object Detection Xue Yang Gefan Zhang Wentong Li Xuehui Wang Yue Zhou Junchi Yan 24 49 0 13 Oct 2022
BoxMask: Revisiting Bounding Box Supervision for Video Object Detection K. Hashmi A. Pagani D. Stricker Muhammad Zeshan Afzal VOS 49 10 0 12 Oct 2022
BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation Tianheng Cheng Xinggang Wang Shaoyu Chen Qian Zhang Wenyu Liu ISeg 40 42 0 11 Oct 2022
WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain Labels Shengjie Liu Chuanglu Zhu Wenqi Tang 35 0 0 05 Oct 2022
Dual Progressive Transformations for Weakly Supervised Semantic Segmentation Dong Huo Yukun Su Qingyao Wu ViT 40 4 0 30 Sep 2022
Weakly Supervised Semantic Segmentation via Progressive Patch Learning Jinlong Li Zequn Jie Xu Wang Yu Zhou Xiaolin K. Wei Lin Ma VLM 58 20 0 16 Sep 2022
Weakly and Semi-Supervised Detection, Segmentation and Tracking of Table Grapes with Limited and Noisy Data Thomas Alessandro Ciarfuglia I. M. Motoi Leonardo Saraceni Mulham Fawakherji Alberto Sanfeliu Daniele Nardi 40 24 0 27 Aug 2022
Semi-supervised domain adaptation with CycleGAN guided by a downstream task loss Annika Mütze Matthias Rottmann Hanno Gottschalk 24 3 0 18 Aug 2022
BoxShrink: From Bounding Boxes to Segmentation Masks M. Gröger V. Borisov Gjergji Kasneci OOD 21 8 0 05 Aug 2022