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
Learning Class-Agnostic Pseudo Mask Generation for Box-Supervised Semantic Segmentation Chaohao Xie Dongwei Ren Lei Wang W. Zuo 20 3 0 09 Mar 2021
Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation Yukun Su Rui Sun Guosheng Lin Qingyao Wu 24 117 0 02 Mar 2021
Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models Jialin Peng Ye Wang VLM 14 58 0 28 Feb 2021
Scribble-Supervised Semantic Segmentation by Uncertainty Reduction on Neural Representation and Self-Supervision on Neural Eigenspace Zhiyi Pan Peng-Tao Jiang Yunhai Wang Changhe Tu Anthony G. Cohn UQCV 26 38 0 19 Feb 2021
NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation M. Amgad Lamees A. Atteya Hagar Hussein K. Mohammed Ehab Hafiz ... Critical Care David Manthey Atlanta D. Neurology Lurie Cancer Center 44 74 0 18 Feb 2021
Puzzle-CAM: Improved localization via matching partial and full features Sang-Kee Jo In-Jae Yu VLM 13 110 0 27 Jan 2021
Generating Masks from Boxes by Mining Spatio-Temporal Consistencies in Videos Bin Zhao Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte VOS 40 16 0 06 Jan 2021
Spectral Analysis for Semantic Segmentation with Applications on Feature Truncation and Weak Annotation Li-Wei Chen Wei-Chen Chiu Chin-Tien Wu 36 0 0 28 Dec 2020
SegGroup: Seg-Level Supervision for 3D Instance and Semantic Segmentation An Tao Yueqi Duan Yi Wei Jiwen Lu Jie Zhou 3DPC 35 49 0 18 Dec 2020
Weakly-supervised Semantic Segmentation in Cityscape via Hyperspectral Image Yuxing Huang Shaodi You Ying Fu Qiu Shen 113 7 0 18 Dec 2020
Robots Understanding Contextual Information in Human-Centered Environments using Weakly Supervised Mask Data Distillation Daniel Dworakowski G. Nejat 24 4 0 15 Dec 2020
Teach me to segment with mixed supervision: Confident students become masters Jose Dolz Christian Desrosiers Ismail Ben Ayed 33 25 0 15 Dec 2020
Information-Theoretic Segmentation by Inpainting Error Maximization Pedro H. P. Savarese Sunnie S. Y. Kim Michael Maire G. Shakhnarovich David A. McAllester 49 29 0 14 Dec 2020
Contrastive Learning for Label-Efficient Semantic Segmentation Xiangyu Zhao Raviteja Vemulapalli Philip Mansfield Boqing Gong Bradley Green Lior Shapira Ying Nian Wu SSL SSeg 36 174 0 13 Dec 2020
Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation Xueyi Li Tianfei Zhou Jianwu Li Yi Zhou Zhaoxiang Zhang 22 122 0 09 Dec 2020
Structure-Consistent Weakly Supervised Salient Object Detection with Local Saliency Coherence Siyue Yu Bingfeng Zhang Jimin Xiao Eng Gee Lim 87 125 0 08 Dec 2020
WeaQA: Weak Supervision via Captions for Visual Question Answering Pratyay Banerjee Tejas Gokhale Yezhou Yang Chitta Baral 25 35 0 04 Dec 2020
BoxInst: High-Performance Instance Segmentation with Box Annotations Zhi Tian Chunhua Shen Xinlong Wang Hao Chen ISeg 18 229 0 03 Dec 2020
3D Guided Weakly Supervised Semantic Segmentation Weixuan Sun Jing Zhang Nick Barnes 26 13 0 01 Dec 2020
Prior to Segment: Foreground Cues for Weakly Annotated Classes in Partially Supervised Instance Segmentation David Biertimpel Sindi Shkodrani A. S. Baslamisli N. Baka ISeg 26 1 0 23 Nov 2020
Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty Soufiane Belharbi Jérôme Rony Jose Dolz Ismail Ben Ayed Luke McCaffrey Eric Granger 24 52 0 14 Nov 2020
Scribble-Supervised Semantic Segmentation by Random Walk on Neural Representation and Self-Supervision on Neural Eigenspace Zhiyi Pan Peng-Tao Jiang Changhe Tu DiffM 28 2 0 11 Nov 2020
Reducing the Annotation Effort for Video Object Segmentation Datasets P. Voigtlaender Lishu Luo C. Yuan Yong-jia Jiang Bastian Leibe VOS 36 19 0 02 Nov 2020
A Weakly-Supervised Semantic Segmentation Approach based on the Centroid Loss: Application to Quality Control and Inspection Kai Yao A. Ortiz F. Bonnín-Pascual 29 0 0 26 Oct 2020
Amodal Segmentation through Out-of-Task and Out-of-Distribution Generalization with a Bayesian Model Yihong Sun Adam Kortylewski Alan Yuille 29 32 0 25 Oct 2020
Scribble-based Weakly Supervised Deep Learning for Road Surface Extraction from Remote Sensing Images Yao Wei Shunping Ji 14 82 0 25 Oct 2020
A Teacher-Student Framework for Semi-supervised Medical Image Segmentation From Mixed Supervision Liyan Sun Jianxiong Wu Xinghao Ding Yue Huang Guisheng Wang Yizhou Yu 37 17 0 23 Oct 2020
UFO $^2$ : A Unified Framework towards Omni-supervised Object Detection Zhongzheng Ren Zhiding Yu Xiaodong Yang Xuan Li Alex Schwing Jan Kautz ObjD 206 35 0 21 Oct 2020
LID 2020: The Learning from Imperfect Data Challenge Results Yunchao Wei Shuai Zheng Ming-Ming Cheng Hang Zhao Liwei Wang ... Zhendong Wang Zhenyuan Chen Chen Gong Huanqing Yan Jun He 34 6 0 17 Oct 2020
Semi-Supervised Semantic Segmentation in Earth Observation: The MiniFrance Suite, Dataset Analysis and Multi-task Network Study J. Castillo-Navarro Bertrand Le Saux Alexandre Boulch Nicolas Audebert Sébastien Lefèvre 14 70 0 15 Oct 2020
Deep Active Learning for Joint Classification & Segmentation with Weak Annotator Soufiane Belharbi Ismail Ben Ayed Luke McCaffrey Eric Granger VLM 20 30 0 10 Oct 2020
Affinity Space Adaptation for Semantic Segmentation Across Domains Wei Zhou Yukang Wang Jiajia Chu Jiehua Yang X. Bai Yongchao Xu 11 60 0 26 Sep 2020
From Pixel to Patch: Synthesize Context-aware Features for Zero-shot Semantic Segmentation Zhangxuan Gu Siyuan Zhou Li Niu Zihan Zhao Liqing Zhang VLM DiffM 16 23 0 25 Sep 2020
RGB2LIDAR: Towards Solving Large-Scale Cross-Modal Visual Localization Niluthpol Chowdhury Mithun Karan Sikka Han-Pang Chiu S. Samarasekera Rakesh Kumar 24 16 0 12 Sep 2020
ARM: A Confidence-Based Adversarial Reweighting Module for Coarse Semantic Segmentation Jingchao Liu Ye Du Zehua Fu Qingjie Liu Yunhong Wang 28 2 0 11 Sep 2020
Mask-guided sample selection for Semi-Supervised Instance Segmentation Míriam Bellver Amaia Salvador Jordi Torres Xavier Giró-i-Nieto ISeg 16 5 0 25 Aug 2020
Context-aware Feature Generation for Zero-shot Semantic Segmentation Zhangxuan Gu Siyuan Zhou Li Niu Zihan Zhao Liqing Zhang VLM 19 139 0 16 Aug 2020
Importance of Self-Consistency in Active Learning for Semantic Segmentation S. Golestaneh Kris Kitani SSL 24 36 0 04 Aug 2020
Mixup-CAM: Weakly-supervised Semantic Segmentation via Uncertainty Regularization Yu-Ting Chang Qiaosong Wang Wei-Chih Hung Robinson Piramuthu Yi-Hsuan Tsai Ming-Hsuan Yang UQCV WSOL 22 34 0 03 Aug 2020
Weakly-Supervised Semantic Segmentation via Sub-category Exploration Yu-Ting Chang Qiaosong Wang Wei-Chih Hung Robinson Piramuthu Yi-Hsuan Tsai Ming-Hsuan Yang 42 255 0 03 Aug 2020
Weakly-Supervised Cell Tracking via Backward-and-Forward Propagation Kazuya Nishimura Junya Hayashida Chenyang Wang Dai Fei Elmer Ker Ryoma Bise 26 17 0 30 Jul 2020
Domain Adaptive Semantic Segmentation Using Weak Labels S. Paul Yi-Hsuan Tsai S. Schulter Amit K. Roy-Chowdhury Manmohan Chandraker 25 90 0 30 Jul 2020
Point-to-set distance functions for weakly supervised segmentation Bas Peters 18 1 0 27 Jul 2020
Commonality-Parsing Network across Shape and Appearance for Partially Supervised Instance Segmentation Qi Fan Lei Ke Wenjie Pei Chi-Keung Tang Yu-Wing Tai ISeg 20 31 0 24 Jul 2020
Learning Person Re-identification Models from Videos with Weak Supervision Xueping Wang S. Paul Dripta S. Raychaudhuri Min Liu Yaonan Wang Amit K. Roy-Chowdhury 24 49 0 21 Jul 2020
Weakly Supervised Instance Segmentation by Learning Annotation Consistent Instances Aditya Arun C. V. Jawahar M. P. Kumar ISeg 29 57 0 18 Jul 2020
Efficient Full Image Interactive Segmentation by Leveraging Within-image Appearance Similarity Mykhaylo Andriluka S. Pellegrini S. Popov V. Ferrari VLM 24 6 0 16 Jul 2020
PCAMs: Weakly Supervised Semantic Segmentation Using Point Supervision R. McEver B. S. Manjunath 16 18 0 10 Jul 2020
Evaluation for Weakly Supervised Object Localization: Protocol, Metrics, and Datasets Junsuk Choe Seong Joon Oh Sanghyuk Chun Seungho Lee Zeynep Akata Hyunjung Shim WSOL 352 23 0 08 Jul 2020
A Weakly Supervised Region-Based Active Learning Method for COVID-19 Segmentation in CT Images I. Laradji Pau Rodríguez López Frederic Branchaud-Charron Keegan Lensink Parmida Atighehchian William Parker David Vazquez Derek Nowrouzezahrai 35 19 0 07 Jul 2020