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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
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 110 69 0 18 Aug 2019
Discretely-constrained deep network for weakly supervised segmentation Jizong Peng H. Kervadec Jose Dolz Ismail Ben Ayed M. Pedersoli Christian Desrosiers 65 32 0 15 Aug 2019
Constrained domain adaptation for Image segmentation M. Bateson Jose Dolz H. Kervadec H. Lombaert Ismail Ben Ayed GAN 94 25 0 08 Aug 2019
Regularizing Proxies with Multi-Adversarial Training for Unsupervised Domain-Adaptive Semantic Segmentation T. Shen Dong Gong Wei Zhang Chunhua Shen Tao Mei GAN 77 18 0 29 Jul 2019
Min-max Entropy for Weakly Supervised Pointwise Localization Soufiane Belharbi Jérôme Rony Jose Dolz Ismail Ben Ayed Luke McCaffrey Eric Granger WSOL 36 0 0 25 Jul 2019
ART: Abstraction Refinement-Guided Training for Provably Correct Neural Networks Xuankang Lin He Zhu R. Samanta Suresh Jagannathan AAML 92 28 0 17 Jul 2019
Gated CRF Loss for Weakly Supervised Semantic Image Segmentation Anton Obukhov Stamatios Georgoulis Dengxin Dai Luc Van Gool 75 78 0 11 Jun 2019
Deep Reasoning Networks: Thinking Fast and Slow Di Chen Yiwei Bai Wenting Zhao Sebastian Ament J. Gregoire Carla P. Gomes PINN LRM 75 24 0 03 Jun 2019
Zero-Shot Semantic Segmentation Max Bucher Tuan-Hung Vu Matthieu Cord P. Pérez VLM SSeg 166 321 0 03 Jun 2019
Closed-Loop Adaptation for Weakly-Supervised Semantic Segmentation Zhengqiang Zhang Shujian Yu Shi Yin Qinmu Peng Xinge You 28 0 0 29 May 2019
Incorporating Human Domain Knowledge in 3D LiDAR-based Semantic Segmentation Jilin Mei Huijing Zhao 3DV VLM 55 22 0 23 May 2019
Harvesting Information from Captions for Weakly Supervised Semantic Segmentation Johann Sawatzky Debayan Banerjee Juergen Gall 55 3 0 16 May 2019
Budget-aware Semi-Supervised Semantic and Instance Segmentation Míriam Bellver Amaia Salvador Jordi Torres Xavier Giró-i-Nieto ISeg 69 27 0 14 May 2019
Large-scale weakly-supervised pre-training for video action recognition Deepti Ghadiyaram Matt Feiszli Du Tran Xueting Yan Heng Wang D. Mahajan 64 299 0 02 May 2019
Transferable Semi-supervised 3D Object Detection from RGB-D Data Y. S. Tang Gim Hee Lee 3DPC 71 39 0 23 Apr 2019
Curriculum semi-supervised segmentation H. Kervadec Jose Dolz Eric Granger Ismail Ben Ayed 79 84 0 10 Apr 2019
Label Super Resolution with Inter-Instance Loss Maozheng Zhao L. Hou H. Le Dimitris Samaras Nebojsa Jojic ... Tahsin M. Kurc Rajarsi R. Gupta Kolya Malkin S. Kenneth Joel H. Saltz SupR 25 1 0 09 Apr 2019
Constrained Deep Networks: Lagrangian Optimization via Log-Barrier Extensions H. Kervadec Jose Dolz Jing Yuan Christian Desrosiers Eric Granger Ismail Ben Ayed 93 55 0 08 Apr 2019
Modularized Textual Grounding for Counterfactual Resilience Zhiyuan Fang Shu Kong Charless C. Fowlkes Yezhou Yang 77 32 0 07 Apr 2019
Deep Co-Training for Semi-Supervised Image Segmentation Jizong Peng Guillermo Estrada M. Pedersoli Christian Desrosiers 117 182 0 27 Mar 2019
BAE-NET: Branched Autoencoder for Shape Co-Segmentation Zhiqin Chen K. Yin Matthew Fisher S. Chaudhuri Hao Zhang 98 140 0 27 Mar 2019
What Synthesis is Missing: Depth Adaptation Integrated with Weak Supervision for Indoor Scene Parsing Keng-Chi Liu Yi-Ting Shen Jan P. Klopp Liang-Gee Chen 40 6 0 23 Mar 2019
A Cross-Season Correspondence Dataset for Robust Semantic Segmentation Måns Larsson Erik Stenborg Lars Hammarstrand Torsten Sattler Mark Pollefeys Fredrik Kahl 3DPC 61 74 0 16 Mar 2019
Machine-assisted annotation of forensic imagery Sara Mousavi Ramin Nabati Megan Kleeschulte A. Mockus 23 3 0 28 Feb 2019
Homogeneous Linear Inequality Constraints for Neural Network Activations Thomas Frerix Matthias Nießner Daniel Cremers 34 7 0 05 Feb 2019
Coarse-to-fine Semantic Segmentation from Image-level Labels Longlong Jing Yucheng Chen Yingli Tian SSeg VLM 71 117 0 28 Dec 2018
A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes Yang Zhang P. David H. Foroosh Boqing Gong SSeg 89 132 0 24 Dec 2018
Mining Interpretable AOG Representations from Convolutional Networks via Active Question Answering Quanshi Zhang Ruiming Cao Ying Nian Wu Song-Chun Zhu 49 14 0 18 Dec 2018
Analytically Embedding Differential Equation Constraints into Least Squares Support Vector Machines using the Theory of Functional Connections Carl Leake Hunter Johnston Lidia Smith D. Mortari 59 23 0 13 Dec 2018
Interactive Full Image Segmentation by Considering All Regions Jointly E. Agustsson J. Uijlings V. Ferrari VLM 77 75 0 05 Dec 2018
ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model Haichuan Yang Yuhao Zhu Ji Liu 82 40 0 05 Dec 2018
CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation Junsong Fan Zhaoxiang Zhang Tieniu Tan Chunfeng Song Jun Xiao 146 210 0 27 Nov 2018
Foreground Clustering for Joint Segmentation and Localization in Videos and Images Abhishek Sharma 47 4 0 26 Nov 2018
A Novel Technique for Evidence based Conditional Inference in Deep Neural Networks via Latent Feature Perturbation Dinesh Khandelwal Suyash Agrawal Parag Singla Chetan Arora 21 1 0 24 Nov 2018
Hide-and-Seek: A Data Augmentation Technique for Weakly-Supervised Localization and Beyond Krishna Kumar Singh Shibani Santurkar Aron Sarmasi Aleksander Madry Yong Jae Lee 58 96 0 06 Nov 2018
Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning Arnab Kumar Mondal Jose Dolz Christian Desrosiers GAN MedIm 98 120 0 29 Oct 2018
Self-Erasing Network for Integral Object Attention Qibin Hou Peng-Tao Jiang Yunchao Wei Ming-Ming Cheng 108 280 0 23 Oct 2018
Saliency guided deep network for weakly-supervised image segmentation Fengdong Sun Wenhui Li SSeg 70 42 0 19 Oct 2018
DASNet: Reducing Pixel-level Annotations for Instance and Semantic Segmentation Chuang Niu Shenghan Ren Jimin Liang SSeg 52 0 0 17 Sep 2018
Semantic Segmentation of 3D LiDAR Data in Dynamic Scene Using Semi-supervised Learning Jilin Mei Biao Gao Donghao Xu W. Yao Xijun Zhao Huijing Zhao 3DPC 83 69 0 03 Sep 2018
Concept Mask: Large-Scale Segmentation from Semantic Concepts Yufei Wang Zhe Lin Xiaohui Shen Jianming Zhang Scott D. Cohen VLM 25 2 0 18 Aug 2018
Weakly- and Semi-Supervised Panoptic Segmentation Qizhu Li Anurag Arnab Philip Torr 102 165 0 10 Aug 2018
W-TALC: Weakly-supervised Temporal Activity Localization and Classification S. Paul Sourya Roy Amit K. Roy-Chowdhury 101 311 0 27 Jul 2018
Convolutional Simplex Projection Network (CSPN) for Weakly Supervised Semantic Segmentation Rania Briq Michael Moeller Juergen Gall SSeg 42 11 0 24 Jul 2018
Learning Human Poses from Actions Aditya Arun C. V. Jawahar M. P. Kumar 3DH 42 2 0 24 Jul 2018
Invariant Information Clustering for Unsupervised Image Classification and Segmentation Xu Ji João F. Henriques Andrea Vedaldi SSL VLM 105 853 0 17 Jul 2018
Effective Use of Synthetic Data for Urban Scene Semantic Segmentation F. Saleh M. S. Aliakbarian Mathieu Salzmann L. Petersson J. Álvarez 55 155 0 16 Jul 2018
Learning Instance Segmentation by Interaction Deepak Pathak Yide Shentu Dian Chen Pulkit Agrawal Trevor Darrell Sergey Levine Jitendra Malik 67 45 0 21 Jun 2018
Fluid Annotation: A Human-Machine Collaboration Interface for Full Image Annotation Mykhaylo Andriluka J. Uijlings V. Ferrari VLM 115 81 0 20 Jun 2018
Weakly-Supervised Semantic Segmentation by Iteratively Mining Common Object Features Xiang Wang Shaodi You Xi Li Huimin Ma 74 303 0 12 Jun 2018