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Constrained Convolutional Neural Networks for Weakly Supervised Segmentation

11 June 2015

Papers citing "Constrained Convolutional Neural Networks for Weakly Supervised Segmentation"

50 / 276 papers shown

Title
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 93 6 0 17 Oct 2020
Deep Active Learning for Joint Classification & Segmentation with Weak Annotator Soufiane Belharbi Ismail Ben Ayed Luke McCaffrey Eric Granger VLM 75 30 0 10 Oct 2020
Unsupervised Model Adaptation for Continual Semantic Segmentation Serban Stan Mohammad Rostami OOD CLL 82 68 0 26 Sep 2020
Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments using A3C learning and Residual Recurrent Neural Networks Shreshth Tuli Shashikant Ilager K. Ramamohanarao Rajkumar Buyya 69 177 0 01 Sep 2020
Mask-guided sample selection for Semi-Supervised Instance Segmentation Míriam Bellver Amaia Salvador Jordi Torres Xavier Giró-i-Nieto ISeg 48 5 0 25 Aug 2020
ExplAIn: Explanatory Artificial Intelligence for Diabetic Retinopathy Diagnosis G. Quellec Hassan Al Hajj M. Lamard Pierre-Henri Conze P. Massin B. Cochener 67 54 0 13 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 91 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 172 260 0 03 Aug 2020
SimPose: Effectively Learning DensePose and Surface Normals of People from Simulated Data Tyler Lixuan Zhu Per Karlsson C. Bregler 3DH 105 30 0 30 Jul 2020
Domain Adaptive Semantic Segmentation Using Weak Labels S. Paul Yi-Hsuan Tsai S. Schulter Amit K. Roy-Chowdhury Manmohan Chandraker 83 91 0 30 Jul 2020
Point-to-set distance functions for weakly supervised segmentation Bas Peters 43 1 0 27 Jul 2020
Unsupervised Learning of Image Segmentation Based on Differentiable Feature Clustering Wonjik Kim Asako Kanezaki Masayuki Tanaka 100 215 0 20 Jul 2020
Tackling the Problem of Limited Data and Annotations in Semantic Segmentation Ahmadreza Jeddi 21 0 0 14 Jul 2020
PCAMs: Weakly Supervised Semantic Segmentation Using Point Supervision R. McEver B. S. Manjunath 72 18 0 10 Jul 2020
Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images Hui Qu Pengxiang Wu Qiaoying Huang Jingru Yi Zhennan Yan Kang Li G. Riedlinger S. De Shaoting Zhang Dimitris N. Metaxas 60 159 0 10 Jul 2020
Learning Data Augmentation with Online Bilevel Optimization for Image Classification Saypraseuth Mounsaveng I. Laradji Ismail Ben Ayed David Vazquez M. Pedersoli 64 36 0 25 Jun 2020
G-image Segmentation: Similarity-preserving Fuzzy C-Means with Spatial Information Constraint in Wavelet Space Cong Wang Witold Pedrycz Zhiwu Li Mengchu Zhou Shiping Ge 34 27 0 20 Jun 2020
Multi-Miner: Object-Adaptive Region Mining for Weakly-Supervised Semantic Segmentation Kuangqi Zhou Qibin Hou Zun Li Jiashi Feng 32 5 0 14 Jun 2020
Transferring and Regularizing Prediction for Semantic Segmentation Yiheng Zhang Zhaofan Qiu Ting Yao Chong-Wah Ngo Dong Liu Tao Mei 83 36 0 11 Jun 2020
Are We Hungry for 3D LiDAR Data for Semantic Segmentation? A Survey and Experimental Study Biao Gao Yancheng Pan Chengkun Li Sibo Geng Huijing Zhao 3DPC 124 25 0 08 Jun 2020
NuClick: A Deep Learning Framework for Interactive Segmentation of Microscopy Images Navid Alemi Koohbanani Mostafa Jahanifar Neda Zamani Tajadin Nasir M. Rajpoot 56 124 0 29 May 2020
Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data Garrett Wilson J. Doppa D. Cook TTA AI4TS AI4CE 82 149 0 22 May 2020
Unsupervised Domain Adaptation in Semantic Segmentation: a Review Marco Toldo Andrea Maracani Umberto Michieli Pietro Zanuttigh SSeg 149 184 0 21 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 127 75 0 20 May 2020
One Size Fits All: Can We Train One Denoiser for All Noise Levels? Abhiram Gnanasambandam Stanley H. Chan OOD 33 21 0 19 May 2020
ACCL: Adversarial constrained-CNN loss for weakly supervised medical image segmentation Pengyi Zhang Yunxin Zhong Xiaoqiong Li OOD 65 18 0 01 May 2020
Attentive Weakly Supervised land cover mapping for object-based satellite image time series data with spatial interpretation Dino Ienco Y. J. E. Gbodjo R. Interdonato R. Gaetano 67 2 0 30 Apr 2020
Mining self-similarity: Label super-resolution with epitomic representations Nikolay Malkin Anthony Ortiz Caleb Robinson Nebojsa Jojic 30 12 0 24 Apr 2020
Learning Constrained Adaptive Differentiable Predictive Control Policies With Guarantees Ján Drgoňa Aaron Tuor D. Vrabie 84 18 0 23 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 86 85 0 14 Apr 2020
Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation Yude Wang Jie Zhang Meina Kan Shiguang Shan Xilin Chen 101 630 0 09 Apr 2020
Weakly-supervised land classification for coastal zone based on deep convolutional neural networks by incorporating dual-polarimetric characteristics into training dataset Sheng Sun A. Marino Wenze Shui Zhongwen Hu 79 0 0 30 Mar 2020
A Survey of Deep Learning for Scientific Discovery M. Raghu Erica Schmidt OOD AI4CE 176 123 0 26 Mar 2020
Hybrid Classification and Reasoning for Image-based Constraint Solving Maxime Mulamba Jayanta Mandi Rocsildes Canoy Tias Guns 69 11 0 24 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 45 0 0 10 Mar 2020
Weakly supervised discriminative feature learning with state information for person identification Hong-Xing Yu Wei-Shi Zheng 37 16 0 27 Feb 2020
Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning Xiang Wang Sifei Liu Huimin Ma Ming-Hsuan Yang 85 91 0 19 Feb 2020
Discovering Latent Classes for Semi-Supervised Semantic Segmentation Olga Zatsarynna Johann Sawatzky Juergen Gall 81 1 0 30 Dec 2019
A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains Lyndon Chan Mahdi S. Hosseini Konstantinos N. Plataniotis 93 101 0 24 Dec 2019
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images Irem Ülkü Erdem Akagündüz SSeg 130 193 0 21 Dec 2019
Non-parametric Uni-modality Constraints for Deep Ordinal Classification Soufiane Belharbi Ismail Ben Ayed Luke McCaffrey Eric Granger 390 9 0 25 Nov 2019
Physics-Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modeling Arka Daw R. Q. Thomas C. Carey J. Read A. Appling Anuj Karpatne AI4CE 83 119 0 06 Nov 2019
Self-Supervised Difference Detection for Weakly-Supervised Semantic Segmentation Wataru Shimoda Keiji Yanai 109 137 0 04 Nov 2019
On Incorporating Semantic Prior Knowledge in Deep Learning Through Embedding-Space Constraints Damien Teney Ehsan Abbasnejad Anton Van Den Hengel NAI 94 9 0 30 Sep 2019
How to Incorporate Monotonicity in Deep Networks While Preserving Flexibility? Akhil Gupta Naman Shukla Lavanya Marla A. Kolbeinsson Kartik Yellepeddi 53 41 0 24 Sep 2019
Count, Crop and Recognise: Fine-Grained Recognition in the Wild Max Bain Arsha Nagrani Daniel Schofield Andrew Zisserman 65 11 0 19 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 159 74 0 08 Sep 2019
Adversarial Learning and Self-Teaching Techniques for Domain Adaptation in Semantic Segmentation Umberto Michieli Matteo Biasetton Gianluca Agresti Pietro Zanuttigh GAN 73 58 0 02 Sep 2019
Learning Rich Representations For Structured Visual Prediction Tasks Mohammadreza Mostajabi MDE 36 0 0 30 Aug 2019
Attention-based Dropout Layer for Weakly Supervised Object Localization Junsuk Choe Hyunjung Shim WSOL 135 367 0 27 Aug 2019