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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
Constrained unsupervised anomaly segmentation Julio Silva-Rodríguez Valery Naranjo Jose Dolz 57 25 0 03 Mar 2022
CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision Kecheng Zhang Xiahai Zhuang 64 68 0 03 Mar 2022
Integration of knowledge and data in machine learning Yuntian Chen Dongxiao Zhang PINN 79 33 0 15 Feb 2022
Negative Evidence Matters in Interpretable Histology Image Classification Soufiane Belharbi M. Pedersoli Ismail Ben Ayed Luke McCaffrey Eric Granger 104 12 0 07 Jan 2022
Uncertainty Estimation via Response Scaling for Pseudo-mask Noise Mitigation in Weakly-supervised Semantic Segmentation Yi Li Yiqun Duan Zhanghui Kuang Yimin Chen Wayne Zhang Xiaomeng Li 95 75 0 14 Dec 2021
Semantic Segmentation In-the-Wild Without Seeing Any Segmentation Examples Nir Zabari Yedid Hoshen VLM 87 26 0 06 Dec 2021
Incremental Learning in Semantic Segmentation from Image Labels Fabio Cermelli Dario Fontanel A. Tavera Marco Ciccone Barbara Caputo VLM CLL 82 49 0 03 Dec 2021
Differentiable Projection for Constrained Deep Learning Dou Huang Haoran Zhang Xuan Song Ryosuke Shibasaki 71 3 0 21 Nov 2021
Weakly-supervised fire segmentation by visualizing intermediate CNN layers Milad Niknejad Alexandre Bernardino 17 1 0 16 Nov 2021
Adversarial Robustness with Semi-Infinite Constrained Learning Alexander Robey Luiz F. O. Chamon George J. Pappas Hamed Hassani Alejandro Ribeiro AAML OOD 163 46 0 29 Oct 2021
Unsupervised Foreground Extraction via Deep Region Competition Peiyu Yu Sirui Xie Xiaojian Ma Yixin Zhu Ying Nian Wu Song-Chun Zhu OCL 75 42 0 29 Oct 2021
Weak Novel Categories without Tears: A Survey on Weak-Shot Learning Li Niu VLM OffRL 67 2 0 06 Oct 2021
CALDA: Improving Multi-Source Time Series Domain Adaptation with Contrastive Adversarial Learning Garrett Wilson J. Doppa D. Cook 80 34 0 30 Sep 2021
Weakly Supervised Keypoint Discovery Serim Ryou Pietro Perona 45 7 0 28 Sep 2021
F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling Soufiane Belharbi Aydin Sarraf M. Pedersoli Ismail Ben Ayed Luke McCaffrey Eric Granger WSOL 104 31 0 15 Sep 2021
Looking at the whole picture: constrained unsupervised anomaly segmentation Julio Silva-Rodríguez Valery Naranjo Jose Dolz 54 5 0 01 Sep 2021
Pseudo-mask Matters in Weakly-supervised Semantic Segmentation Yi Li Zhanghui Kuang Liyang Liu Yimin Chen Wayne Zhang 95 99 0 30 Aug 2021
Cross-Image Region Mining with Region Prototypical Network for Weakly Supervised Segmentation Weide Liu Xiangfei Kong Tzu-Yi Hung Guosheng Lin 102 22 0 17 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 84 49 0 03 Aug 2021
Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation Lian Xu Wanli Ouyang Bennamoun F. Boussaïd Ferdous Sohel Dan Xu 79 131 0 25 Jul 2021
Context-aware virtual adversarial training for anatomically-plausible segmentation Ping Wang Jizong Peng M. Pedersoli Yuanfeng Zhou Caiming Zhang Christian Desrosiers 12 5 0 12 Jul 2021
ZeroWaste Dataset: Towards Deformable Object Segmentation in Cluttered Scenes D. Bashkirova M. Abdelfattah Ziliang Zhu James Akl Fadi M. Alladkani Ping Hu Vitaly Ablavsky B. Çalli Sarah Adel Bargal Kate Saenko 87 53 0 04 Jun 2021
Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly Supervised Semantic Segmentation Seungho Lee Minhyun Lee Jongwuk Lee Hyunjung Shim 82 221 0 19 May 2021
3D Spatial Recognition without Spatially Labeled 3D Zhongzheng Ren Ishan Misra Alex Schwing Rohit Girdhar 3DPC 76 58 0 13 May 2021
Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning Tsung-Wei Ke Jyh-Jing Hwang Stella X. Yu SSL 91 75 0 03 May 2021
Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising Model Qian He Shuailin Li Xuming He 133 3 0 27 Apr 2021
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation Xinyi Wu Zhenyao Wu Haojie Guo L. Ju Song Wang 158 145 0 22 Apr 2021
Learning structure-aware semantic segmentation with image-level supervision Jiawei Liu Jing Zhang Yicong Hong Nick Barnes 63 7 0 15 Apr 2021
Mixed supervision for surface-defect detection: from weakly to fully supervised learning Jakob Bozic Domen Tabernik D. Skočaj 98 257 0 13 Apr 2021
ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action Localization Sanqing Qu Guang Chen Zhijun Li Lijun Zhang Fan Lu Alois C. Knoll 97 55 0 07 Apr 2021
Weakly supervised segmentation with cross-modality equivariant constraints Gaurav Patel Jose Dolz SSL 90 48 0 06 Apr 2021
Robust Trust Region for Weakly Supervised Segmentation D. Marin Yuri Boykov UQCV 51 2 0 05 Apr 2021
TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization Wei Gao Fang Wan Xingjia Pan Zhiliang Peng Qi Tian Zhenjun Han Bolei Zhou QiXiang Ye ViT WSOL 74 202 0 27 Mar 2021
Leveraging Unlabeled Data for Entity-Relation Extraction through Probabilistic Constraint Satisfaction Kareem Ahmed Eric Wang Guy Van den Broeck Kai-Wei Chang NAI 82 2 0 20 Mar 2021
Injecting Knowledge in Data-driven Vehicle Trajectory Predictors Mohammadhossein Bahari Ismail Nejjar Alexandre Alahi 86 50 0 08 Mar 2021
Unveiling the Potential of Structure Preserving for Weakly Supervised Object Localization Xingjia Pan Yingguo Gao Zhiwen Lin Fan Tang Weiming Dong Haolei Yuan Feiyue Huang Changsheng Xu WSOL 77 87 0 08 Mar 2021
Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation Yukun Su Rui Sun Guosheng Lin Qingyao Wu 149 121 0 02 Mar 2021
Model-Based Domain Generalization Alexander Robey George J. Pappas Hamed Hassani OOD 125 131 0 23 Feb 2021
Information-Theoretic Segmentation by Inpainting Error Maximization Pedro H. P. Savarese Sunnie S. Y. Kim Michael Maire G. Shakhnarovich David A. McAllester 91 30 0 14 Dec 2020
Theory-guided hard constraint projection (HCP): a knowledge-based data-driven scientific machine learning method Yuntian Chen Dou Huang Dongxiao Zhang Junsheng Zeng Nanzhe Wang Haoran Zhang Jinyue Yan PINN 69 109 0 11 Dec 2020
Weakly Supervised Arrhythmia Detection Based on Deep Convolutional Neural Network Yang Liu Kuanquan Wang Qince Li Runnan He Yongfeng Yuan Henggui Zhang 20 1 0 10 Dec 2020
Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation Xueyi Li Tianfei Zhou Jianwu Li Yi Zhou Zhaoxiang Zhang 73 125 0 09 Dec 2020
Weakly-Supervised Cross-Domain Adaptation for Endoscopic Lesions Segmentation Jiahua Dong Yang Cong Gan Sun Yunsheng Yang Xiaowei Xu Zhengming Ding MedIm 74 36 0 08 Dec 2020
Weakly- and Semi-Supervised Probabilistic Segmentation and Quantification of Ultrasound Needle-Reverberation Artifacts to Allow Better AI Understanding of Tissue Beneath Needles A. Hung Edward Chen J. Galeotti 18 2 0 24 Nov 2020
A framework for the fine-grained evaluation of the instantaneous expected value of soccer possessions Javier Fernández L. Bornn D. Cervone 48 56 0 18 Nov 2020
High-level Prior-based Loss Functions for Medical Image Segmentation: A Survey Rosana El Jurdia Caroline Petitjean P. Honeine Veronika Cheplygina F. Abdallah SSeg MedIm 91 82 0 16 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 79 54 0 14 Nov 2020
Physics-constrained Deep Learning of Multi-zone Building Thermal Dynamics Ján Drgoňa Aaron Tuor V. Chandan D. Vrabie AI4CE 89 121 0 11 Nov 2020
AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem? Jun Ma Yao Zhang Song Gu Cheng Zhu Cheng Ge ... Shangqing Liu Yunpeng Wang Yuhui Li Jian He Xiaoping Yang SSeg OOD 121 345 0 28 Oct 2020
SoccerMap: A Deep Learning Architecture for Visually-Interpretable Analysis in Soccer Javier Fernández L. Bornn 65 29 0 20 Oct 2020