Can Image-Level Labels Replace Pixel-Level Labels for Image Parsing

7 March 2014

Zhiwu Lu

Ji-Rong Wen

Papers citing "Can Image-Level Labels Replace Pixel-Level Labels for Image Parsing"

32 / 32 papers shown

Title
Make a Strong Teacher with Label Assistance: A Novel Knowledge Distillation Approach for Semantic Segmentation Shoumeng Qiu Jie Chen Xinrun Li Ru Wan Xiangyang Xue Jian Pu VLM 42 3 0 18 Jul 2024
Learning Trustworthy Model from Noisy Labels based on Rough Set for Surface Defect Detection Tongzhi Niu Bin Li Keqin Li Yufeng Lin Yuwei Li Weifeng Li Zhenrong Wang NoLa 32 3 0 25 Jan 2023
Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models Mischa Dombrowski Hadrien Reynaud Matthew Baugh Bernhard Kainz DiffM 30 3 0 29 Dec 2022
Semi-Supervised Learning for Mars Imagery Classification and Segmentation Wenjing Wang Lilang Lin Zejia Fan Jiaying Liu SSL 23 10 0 05 Jun 2022
Deep Multi-Scale U-Net Architecture and Label-Noise Robust Training Strategies for Histopathological Image Segmentation Nikhil Cherian Kurian Amit Lohan G. Verghese Nimish Dharamshi S. Meena ... Fangfang Liu Cheryl Gillet S. Rane A. Grigoriadis A. Sethi SSeg 17 10 0 03 May 2022
Elucidating Meta-Structures of Noisy Labels in Semantic Segmentation by Deep Neural Networks Yaoru Luo Guo-Shuai Liu Yuanhao Guo Ge Yang NoLa 13 1 0 30 Apr 2022
Weakly Supervised Change Detection Using Guided Anisotropic Difusion Rodrigo Caye Daudt Bertrand Le Saux Alexandre Boulch Y. Gousseau 19 16 0 31 Dec 2021
Weakly Supervised Visual-Auditory Fixation Prediction with Multigranularity Perception Guotao Wang Chenglizhao Chen Deng-Ping Fan Aimin Hao Hong Qin 31 2 0 27 Dec 2021
Learning to Detect Instance-level Salient Objects Using Complementary Image Labels Xin Tian Ke Xu Xin Yang Baocai Yin Rynson W. H. Lau WSOD 34 28 0 19 Nov 2021
Learning to Rectify for Robust Learning with Noisy Labels Haoliang Sun Chenhui Guo Qinglai Wei Zhongyi Han Yilong Yin NoLa 108 34 0 08 Nov 2021
Joint Optical Neuroimaging Denoising with Semantic Tasks Tianfang Zhu Yue Guan A. Li 21 0 0 22 Sep 2021
Deep Neural Networks Learn Meta-Structures from Noisy Labels in Semantic Segmentation Yaoru Luo Guole Liu Yuanhao Guo Ge Yang NoLa 30 9 0 22 Mar 2021
Deep Learning for Earth Image Segmentation based on Imperfect Polyline Labels with Annotation Errors Zhe Jiang M. Kirby Wenchong He Arpan Man Sainju 13 1 0 02 Oct 2020
PCAMs: Weakly Supervised Semantic Segmentation Using Point Supervision R. McEver B. S. Manjunath 24 18 0 10 Jul 2020
Non-parametric spatially constrained local prior for scene parsing on real-world data Ligang Zhang 19 1 0 23 Jun 2020
Effect of Annotation Errors on Drone Detection with YOLOv3 Aybora Koksal K. G. Ince A. Aydin Alatan 19 21 0 02 Apr 2020
Limitations of weak labels for embedding and tagging Nicolas Turpault Romain Serizel Emmanuel Vincent 26 9 0 05 Feb 2020
Brain Metastasis Segmentation Network Trained with Robustness to Annotations with Multiple False Negatives Darvin Yi E. Grøvik Michael Iv E. Tong Greg Zaharchuk D. Rubin OOD 20 1 0 26 Jan 2020
Image Classification with Deep Learning in the Presence of Noisy Labels: A Survey G. Algan ilkay Ulusoy NoLa VLM 27 323 0 11 Dec 2019
Deep Tone Mapping Operator for High Dynamic Range Images A. Rana Praveer Singh G. Valenzise Frederic Dufaux N. Komodakis A. Smolic 27 100 0 12 Aug 2019
Segmentation-Aware Image Denoising without Knowing True Segmentation Sicheng Wang Bihan Wen Junru Wu Dacheng Tao Zhangyang Wang DiffM 19 17 0 22 May 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
Deep Robust Subjective Visual Property Prediction in Crowdsourcing Qianqian Xu Zhiyong Yang Yangbangyan Jiang Xiaochun Cao Qingming Huang Yuan Yao NoLa 17 4 0 10 Mar 2019
CEREALS - Cost-Effective REgion-based Active Learning for Semantic Segmentation Radek Mackowiak Philip Lenz Omair Ghori Ferran Diego O. Lange Carsten Rother 42 108 0 23 Oct 2018
DASNet: Reducing Pixel-level Annotations for Instance and Semantic Segmentation Chuang Niu Shenghan Ren Jimin Liang SSeg 24 0 0 17 Sep 2018
Deep learning approach to Fourier ptychographic microscopy Thanh Nguyen Yujia Xue Yunzhe Li Lei Tian G. Nehmetallah 18 28 0 27 Apr 2018
A Closer Look at Weak Label Learning for Audio Events Ankit Parag Shah Anurag Kumar Alexander G. Hauptmann Bhiksha Raj 14 64 0 24 Apr 2018
Deep Unsupervised Saliency Detection: A Multiple Noisy Labeling Perspective Jing Zhang Tong Zhang Yuchao Dai Mehrtash Harandi Richard I. Hartley 17 182 0 29 Mar 2018
Deep Learning from Noisy Image Labels with Quality Embedding Jiangchao Yao Jiajie Wang Ivor Tsang Ya Zhang Jun-wei Sun Chengqi Zhang Rui Zhang NoLa 27 120 0 02 Nov 2017
Multi-Modal Multi-Scale Deep Learning for Large-Scale Image Annotation Yulei Niu Zhiwu Lu Ji-Rong Wen Tao Xiang Shih-Fu Chang VLM 29 68 0 05 Sep 2017
Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Network Xiao Yang Ersin Yumer P. Asente Mike Kraley Daniel Kifer C. Lee Giles 16 229 0 07 Jun 2017
Superpixel Segmentation Using Gaussian Mixture Model Zhihua Ban Jianguo Liu Li Cao 9 104 0 28 Dec 2016