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
SSA: Semantic Structure Aware Inference for Weakly Pixel-Wise Dense Predictions without Cost Yanpeng Sun Zechao Li 32 15 0 05 Nov 2021
Unsupervised Foreground Extraction via Deep Region Competition Peiyu Yu Sirui Xie Xiaojian Ma Yixin Zhu Ying Nian Wu Song-Chun Zhu OCL 36 42 0 29 Oct 2021
Inferring the Class Conditional Response Map for Weakly Supervised Semantic Segmentation Weixuan Sun Jing Zhang Nick Barnes WSOL 39 14 0 27 Oct 2021
Simpler Does It: Generating Semantic Labels with Objectness Guidance Md. Amirul Islam M. Kowal Sen Jia Konstantinos G. Derpanis Neil D. B. Bruce VLM 26 1 0 20 Oct 2021
DG-Labeler and DGL-MOTS Dataset: Boost the Autonomous Driving Perception Yiming Cui Zhiwen Cao Yixin Xie Xingyu Jiang Feng Tao Yingjie Chen Lin Li Dongfang Liu 21 24 0 15 Oct 2021
Weakly-Supervised Semantic Segmentation by Learning Label Uncertainty R. Neven D. Neven Bert De Brabandere Marc Proesmans Toon Goedemé UQCV 42 4 0 12 Oct 2021
Bounding Box Tightness Prior for Weakly Supervised Image Segmentation Juan Wang Bin Xia 44 33 0 03 Oct 2021
Segmentation with mixed supervision: Confidence maximization helps knowledge distillation Bingyuan Liu Christian Desrosiers Ismail Ben Ayed Jose Dolz 25 17 0 21 Sep 2021
Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement Beomyoung Kim Y. Yoo Chae-Eun Rhee Junmo Kim ISeg 213 34 0 20 Sep 2021
Weakly Supervised Relative Spatial Reasoning for Visual Question Answering Pratyay Banerjee Tejas Gokhale Yezhou Yang Chitta Baral LRM 30 18 0 04 Sep 2021
Seminar Learning for Click-Level Weakly Supervised Semantic Segmentation Hongjun Chen Jinbao Wang Hao Chen Xiantong Zhen Feng Zheng Rongrong Ji Ling Shao 16 29 0 30 Aug 2021
Pseudo-mask Matters in Weakly-supervised Semantic Segmentation Yi Li Zhanghui Kuang Liyang Liu Yimin Chen Wayne Zhang 29 99 0 30 Aug 2021
An Underwater Image Semantic Segmentation Method Focusing on Boundaries and a Real Underwater Scene Semantic Segmentation Dataset Zhiwei Ma Haojie Li Zhihui Wang Dan Yu Tianyi Wang Yingshuang Gu Xin-Yue Fan Zhongxuan Luo 30 5 0 26 Aug 2021
Fully Convolutional Networks for Panoptic Segmentation with Point-based Supervision Yanwei Li Hengshuang Zhao Xiaojuan Qi Yukang Chen Lu Qi Liwei Wang Zeming Li Jian Sun Jiaya Jia 41 51 0 17 Aug 2021
Adapting to Unseen Vendor Domains for MRI Lesion Segmentation Brandon Mac A. Moody A. Khademi MedIm 27 0 0 14 Aug 2021
Complementary Patch for Weakly Supervised Semantic Segmentation Fei Zhang Chaochen Gu Chenyue Zhang Yuchao Dai 23 133 0 09 Aug 2021
Adaptive Affinity Loss and Erroneous Pseudo-Label Refinement for Weakly Supervised Semantic Segmentation Xiangrong Zhang Zelin Peng Peng Zhu Tianyang Zhang Chen Li Huiyu Zhou L. Jiao CLL 37 46 0 03 Aug 2021
Flip Learning: Erase to Segment Yuhao Huang Xin Yang Yuxin Zou Chaoyu Chen Jian Wang Haoran Dou Nishant Ravikumar Alejandro F Frangi Jianqiao Zhou Dong Ni 21 9 0 02 Aug 2021
Learning Maritime Obstacle Detection from Weak Annotations by Scaffolding Lojze Žust Matej Kristan UQCV 27 10 0 01 Aug 2021
Boundary Knowledge Translation based Reference Semantic Segmentation Lechao Cheng Zunlei Feng Xinchao Wang Ya Jie Liu Jie Lei Xiuming Zhang 10 5 0 01 Aug 2021
Edge-competing Pathological Liver Vessel Segmentation with Limited Labels Zunlei Feng Zhonghua Wang Xinchao Wang Jing Zhang Lechao Cheng Jie Lei Yuexuan Wang Xiuming Zhang 35 14 0 01 Aug 2021
Visual Boundary Knowledge Translation for Foreground Segmentation Zunlei Feng Lechao Cheng Xinchao Wang Xiang Wang Ya Jie Liu Xiangtong Du Xiuming Zhang 28 7 0 01 Aug 2021
Hierarchical Semantic Segmentation using Psychometric Learning Lu Yin Vlado Menkovski Shiwei Liu Mykola Pechenizkiy 11 2 0 07 Jul 2021
WeClick: Weakly-Supervised Video Semantic Segmentation with Click Annotations Peidong Liu Zibin He Xiyu Yan Yong-jia Jiang Shutao Xia Feng Zheng Maowei Hu 35 10 0 07 Jul 2021
Affinity Attention Graph Neural Network for Weakly Supervised Semantic Segmentation Bingfeng Zhang Jimin Xiao Jianbo Jiao Yunchao Wei Yao-Min Zhao 33 95 0 08 Jun 2021
Weakly Supervised Volumetric Image Segmentation with Deformed Templates Udaranga Wickramasinghe Patrick M. Jensen Mian Akbar Shah Jiancheng Yang Pascal Fua 3DPC 21 6 0 07 Jun 2021
Multi-task fully convolutional network for tree species mapping in dense forests using small training hyperspectral data L. E. L. Rosa Camile Sothe R. Feitosa C. Almeida M. B. Schimalski Dario Augusto Borges Oliveira 14 42 0 01 Jun 2021
Automatic CT Segmentation from Bounding Box Annotations using Convolutional Neural Networks Yuanpeng Liu Qinglei Hui Zhiyi Peng S. Gong D. Kong 26 4 0 29 May 2021
Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly Supervised Semantic Segmentation Seungho Lee Minhyun Lee Jongwuk Lee Hyunjung Shim 33 218 0 19 May 2021
DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision Shiyi Lan Zhiding Yu Chris Choy Subhashree Radhakrishnan Guilin Liu Yuke Zhu Larry S. Davis Anima Anandkumar WSOD ISeg 14 76 0 13 May 2021
Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning Tsung-Wei Ke Jyh-Jing Hwang Stella X. Yu SSL 35 75 0 03 May 2021
Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation Simon Reiß C. Seibold Alexander Freytag E. Rodner Rainer Stiefelhagen 91 61 0 27 Apr 2021
Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising Model Qian He Shuailin Li Xuming He 36 3 0 27 Apr 2021
Gaussian Dynamic Convolution for Efficient Single-Image Segmentation Xin Sun Changrui Chen Xiaorui Wang Junyu Dong Huiyu Zhou Sheng Chen 20 39 0 18 Apr 2021
Weakly Supervised Object Localization and Detection: A Survey Dingwen Zhang Junwei Han Gong Cheng Ming-Hsuan Yang WSOD 30 270 0 16 Apr 2021
Pointly-Supervised Instance Segmentation Bowen Cheng Omkar M. Parkhi A. Kirillov ISeg 64 116 0 13 Apr 2021
All you need are a few pixels: semantic segmentation with PixelPick Gyungin Shin Weidi Xie Samuel Albanie VLM 27 42 0 13 Apr 2021
Weakly supervised segmentation with cross-modality equivariant constraints Gaurav Patel Jose Dolz SSL 40 47 0 06 Apr 2021
Robust Trust Region for Weakly Supervised Segmentation D. Marin Yuri Boykov UQCV 21 2 0 05 Apr 2021
Weakly-supervised Instance Segmentation via Class-agnostic Learning with Salient Images Xinggang Wang Jiapei Feng Bin Hu Qiankun Ding Longjin Ran Xiaoxin Chen Wenyu Liu ISeg 34 35 0 04 Apr 2021
Unsupervised Discovery of the Long-Tail in Instance Segmentation Using Hierarchical Self-Supervision Zhenzhen Weng Mehmet Giray Ogut Shai Limonchik Serena Yeung 22 43 0 02 Apr 2021
Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation Youngmin Oh Beomjun Kim Bumsub Ham NoLa 30 98 0 02 Apr 2021
The surprising impact of mask-head architecture on novel class segmentation Vighnesh Birodkar Zhichao Lu Siyang Li V. Rathod Jonathan Huang ISeg 36 27 0 01 Apr 2021
Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation Yazhou Yao Tao Chen Guosen Xie Chuanyi Zhang Fumin Shen Qi Wu Zhenmin Tang Jian Zhang 41 190 0 26 Mar 2021
Sparse Object-level Supervision for Instance Segmentation with Pixel Embeddings A. Wolny Qin Yu Constantin Pape Anna Kreshuk ISeg 29 21 0 26 Mar 2021
Learning from Pixel-Level Label Noise: A New Perspective for Semi-Supervised Semantic Segmentation Rumeng Yi Yaping Huang Q. Guan Mengyang Pu Runsheng Zhang NoLa 28 27 0 26 Mar 2021
Weakly Supervised Instance Segmentation for Videos with Temporal Mask Consistency Qing Liu Vignesh Ramanathan D. Mahajan Alan Yuille Zhenheng Yang VOS 25 19 0 23 Mar 2021
BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation Jungbeom Lee Jihun Yi Chaehun Shin Sungroh Yoon ISeg 24 172 0 16 Mar 2021
Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation Jungbeom Lee Eunji Kim Sungroh Yoon 30 226 0 16 Mar 2021
Point-supervised Segmentation of Microscopy Images and Volumes via Objectness Regularization Shijie Li Neel Dey Katharina Bermond L. Emde C. Curcio T. Ach Guido Gerig 3DPC 23 6 0 09 Mar 2021