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
Weakly Supervised Domain Adaptation for Built-up Region Segmentation in Aerial and Satellite Imagery Javed Iqbal Mohsen Ali 17 50 0 05 Jul 2020
A Weakly Supervised Consistency-based Learning Method for COVID-19 Segmentation in CT Images I. Laradji Pau Rodríguez López Oscar Manas Keegan Lensink M. Law Lironne Kurzman William Parker David Vazquez Derek Nowrouzezahrai 23 84 0 04 Jul 2020
Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates Gabriele Valvano Andrea Leo Sotirios A. Tsaftaris 16 5 0 02 Jul 2020
Rethinking Localization Map: Towards Accurate Object Perception with Self-Enhancement Maps Xiaolin Zhang Yunchao Wei Yi Yang Fei Wu WSOL 19 29 0 09 Jun 2020
NuClick: A Deep Learning Framework for Interactive Segmentation of Microscopy Images Navid Alemi Koohbanani Mostafa Jahanifar Neda Zamani Tajadin Nasir M. Rajpoot 19 121 0 29 May 2020
Multi-task deep learning for image segmentation using recursive approximation tasks Rihuan Ke Aurélie Bugeau Nicolas Papadakis Mark Kirkland P. Schuetz Carola-Bibiane Schönlieb SSeg 33 17 0 26 May 2020
Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation Liang-Chieh Chen Raphael Gontijo-Lopes Bowen Cheng Maxwell D. Collins E. D. Cubuk Barret Zoph Hartwig Adam Jonathon Shlens 28 76 0 20 May 2020
Single-Stage Semantic Segmentation from Image Labels Nikita Araslanov Stefan Roth 37 247 0 16 May 2020
Finding Berries: Segmentation and Counting of Cranberries using Point Supervision and Shape Priors Peri Akiva Kristin J. Dana Peter Oudemans Michael Mars 46 28 0 18 Apr 2020
Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision H. Kervadec Jose Dolz Shanshan Wang Eric Granger Ismail Ben Ayed 22 84 0 14 Apr 2020
Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation Yude Wang Jie Zhang Meina Kan Shiguang Shan Xilin Chen 28 619 0 09 Apr 2020
Multi-Path Region Mining For Weakly Supervised 3D Semantic Segmentation on Point Clouds Jiacheng Wei Guosheng Lin Kim-Hui Yap Tzu-Yi Hung Lihua Xie 3DPC 23 133 0 29 Mar 2020
Train, Learn, Expand, Repeat Abhijeet Parida Aadhithya Sankar R. Eisawy Tom Finck Benedikt Wiestler Franz MJ Pfister Julia Moosbauer 13 0 0 18 Mar 2020
Weakly-Supervised Salient Object Detection via Scribble Annotations Jing Zhang Xin Yu Aixuan Li Peipei Song Bowen Liu Yuchao Dai 22 254 0 17 Mar 2020
Realizing Pixel-Level Semantic Learning in Complex Driving Scenes based on Only One Annotated Pixel per Class Xi Li Huimin Ma Sheng Yi Yanxian Chen 22 0 0 10 Mar 2020
Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning Xiang Wang Sifei Liu Huimin Ma Ming-Hsuan Yang 21 89 0 19 Feb 2020
Block Annotation: Better Image Annotation for Semantic Segmentation with Sub-Image Decomposition Hubert Lin P. Upchurch Kavita Bala 23 22 0 16 Feb 2020
Weakly-Supervised Lesion Segmentation on CT Scans using Co-Segmentation Vatsal Agarwal Youbao Tang Jing Xiao Ronald M. Summers 27 17 0 23 Jan 2020
Weakly Supervised Temporal Action Localization Using Deep Metric Learning Ashraful Islam Richard J. Radke 27 46 0 21 Jan 2020
Evaluating Weakly Supervised Object Localization Methods Right Junsuk Choe Seong Joon Oh Seungho Lee Sanghyuk Chun Zeynep Akata Hyunjung Shim WSOL 303 186 0 21 Jan 2020
DAF-NET: a saliency based weakly supervised method of dual attention fusion for fine-grained image classification Zichao Dong Jilong Wu Tingting Ren Yue Wang Meng-meng Ge 29 2 0 04 Jan 2020
Discovering Latent Classes for Semi-Supervised Semantic Segmentation Olga Zatsarynna Johann Sawatzky Juergen Gall 38 1 0 30 Dec 2019
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images Irem Ülkü Erdem Akagündüz SSeg 42 189 0 21 Dec 2019
Weak Supervision for Generating Pixel-Level Annotations in Scene Text Segmentation S. Bonechi P. Andreini Monica Bianchini F. Scarselli 29 59 0 19 Nov 2019
Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation Approach Bingfeng Zhang Jimin Xiao Yunchao Wei Mingjie Sun Kaizhu Huang 38 197 0 19 Nov 2019
Leveraging Pretrained Image Classifiers for Language-Based Segmentation David Golub Ahmed El-Kishky Roberto Martín-Martín VLM 14 4 0 03 Nov 2019
Auto-Annotation Quality Prediction for Semi-Supervised Learning with Ensembles Dror Simon Miriam Farber Roman Goldenberg 28 4 0 30 Oct 2019
Weakly Supervised Semantic Segmentation Using Constrained Dominant Sets Sinem Aslan Marcello Pelillo 18 1 0 20 Sep 2019
Self-supervised Scale Equivariant Network for Weakly Supervised Semantic Segmentation Yude Wang Jie Zhang Meina Kan Shiguang Shan Xilin Chen 31 20 0 09 Sep 2019
Deep Weakly-Supervised Learning Methods for Classification and Localization in Histology Images: A Survey Jérôme Rony Soufiane Belharbi Jose Dolz Ismail Ben Ayed Luke McCaffrey Eric Granger 34 70 0 08 Sep 2019
Learning Rich Representations For Structured Visual Prediction Tasks Mohammadreza Mostajabi MDE 27 0 0 30 Aug 2019
CAMEL: A Weakly Supervised Learning Framework for Histopathology Image Segmentation Gang Xu Zhigang Song Zhuo Sun Calvin Ku Zhe Yang Cancheng Liu Shuhao Wang Jianpeng Ma Wenyuan Xu MedIm 27 139 0 28 Aug 2019
Fine-Grained Segmentation Networks: Self-Supervised Segmentation for Improved Long-Term Visual Localization Maans Larsson Erik Stenborg Carl Toft Lars Hammarstrand Torsten Sattler Fredrik Kahl SSeg 28 69 0 18 Aug 2019
Semi-Supervised Semantic Segmentation with High- and Low-level Consistency Sudhanshu Mittal Maxim Tatarchenko Thomas Brox SSL 22 371 0 15 Aug 2019
Distill-to-Label: Weakly Supervised Instance Labeling Using Knowledge Distillation Jayaraman J. Thiagarajan Satyananda Kashyap Alexandros Karargyris VLM 9 10 0 26 Jul 2019
Min-max Entropy for Weakly Supervised Pointwise Localization Soufiane Belharbi Jérôme Rony Jose Dolz Ismail Ben Ayed Luke McCaffrey Eric Granger WSOL 21 0 0 25 Jul 2019
Signet Ring Cell Detection With a Semi-supervised Learning Framework Jiahui Li Shuang Yang Xiaodi Huang Q. Da Xiaoqun Yang Zhiqiang Hu Qi Duan Chaofu Wang Hongsheng Li 30 89 0 09 Jul 2019
Where are the Masks: Instance Segmentation with Image-level Supervision I. Laradji David Vazquez Mark Schmidt 44 58 0 02 Jul 2019
Learning to segment microscopy images with lazy labels Rihuan Ke Aurélie Bugeau Nicolas Papadakis Peter Schütz Carola-Bibiane Schönlieb 22 10 0 20 Jun 2019
3D Instance Segmentation via Multi-Task Metric Learning Jean Lahoud Guohao Li Marc Pollefeys Martin R. Oswald ISeg 35 176 0 20 Jun 2019
Instance Segmentation with Point Supervision I. Laradji Negar Rostamzadeh Pedro H. O. Pinheiro David Vazquez Mark Schmidt 3DPC ISeg 25 21 0 14 Jun 2019
Gated CRF Loss for Weakly Supervised Semantic Image Segmentation Anton Obukhov Stamatios Georgoulis Dengxin Dai Luc Van Gool 28 78 0 11 Jun 2019
PseudoEdgeNet: Nuclei Segmentation only with Point Annotations Inwan Yoo Donggeun Yoo K. Paeng 31 76 0 07 Jun 2019
Emergence of Object Segmentation in Perturbed Generative Models Adam Bielski Paolo Favaro 33 99 0 29 May 2019
Harvesting Information from Captions for Weakly Supervised Semantic Segmentation Johann Sawatzky Debayan Banerjee Juergen Gall 11 3 0 16 May 2019
Budget-aware Semi-Supervised Semantic and Instance Segmentation Míriam Bellver Amaia Salvador Jordi Torres Xavier Giró-i-Nieto ISeg 27 27 0 14 May 2019
Box-driven Class-wise Region Masking and Filling Rate Guided Loss for Weakly Supervised Semantic Segmentation Chunfeng Song Yan Huang Wanli Ouyang Liang Wang 19 216 0 26 Apr 2019
Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change Detection Rodrigo Caye Daudt Bertrand Le Saux Alexandre Boulch Y. Gousseau 19 31 0 17 Apr 2019
Curriculum semi-supervised segmentation H. Kervadec Jose Dolz Eric Granger Ismail Ben Ayed 16 81 0 10 Apr 2019
Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations Jiwoon Ahn Sunghyun Cho Suha Kwak ISeg SSeg 76 539 0 10 Apr 2019