Weakly- and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation

9 February 2015

Papers citing "Weakly- and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation"

50 / 170 papers shown

Title
Knowledge Distillation for Semantic Segmentation: A Label Space Unification Approach Anton Backhaus Thorsten Luettel Mirko Maehlisch 55 0 0 26 Feb 2025
iSeg: An Iterative Refinement-based Framework for Training-free Segmentation Lin Sun Jiale Cao J. Xie Fahad Shahbaz Khan Yanwei Pang DiffM 43 1 0 05 Sep 2024
Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-Labels Yinsheng He Xingyu Li Roger J. Zemp VLM 48 0 0 14 Jul 2024
AI-based Automatic Segmentation of Prostate on Multi-modality Images: A Review Rui Jin Derun Li Dehui Xiang Lei Zhang Hailing Zhou Fei Shi Weifang Zhu Jing Cai Tao Peng Xinjian Chen 44 0 0 09 Jul 2024
How to Efficiently Annotate Images for Best-Performing Deep Learning Based Segmentation Models: An Empirical Study with Weak and Noisy Annotations and Segment Anything Model Yixin Zhang Shen Zhao Han Gu Maciej A. Mazurowski VLM 43 4 0 17 Dec 2023
LEOD: Label-Efficient Object Detection for Event Cameras Ziyi Wu Mathias Gehrig Qing Lyu Xudong Liu Igor Gilitschenski 42 14 0 29 Nov 2023
Small Objects Matters in Weakly-supervised Semantic Segmentation Cheol Mun S. Lee Youngjung Uh Junsuk Choe H. Byun 20 2 0 25 Sep 2023
Branches Mutual Promotion for End-to-End Weakly Supervised Semantic Segmentation Lei Zhu Hangzhou He Xinliang Zhang Qian Chen Shuang Zeng Qiu-Ping Ren Yanye Lu 31 1 0 09 Aug 2023
SegMatch: A semi-supervised learning method for surgical instrument segmentation Meng Wei C. Budd Luis C. García-Peraza-Herrera R. Dorent Miaojing Shi Tom Kamiel Magda Vercauteren 25 5 0 09 Aug 2023
Weakly Supervised 3D Instance Segmentation without Instance-level Annotations S. Dong Guosheng Lin ISeg 3DV 40 4 0 03 Aug 2023
PourIt!: Weakly-supervised Liquid Perception from a Single Image for Visual Closed-Loop Robotic Pouring Haitao Lin Yanwei Fu Xiangyang Xue 26 5 0 21 Jul 2023
Interpretable Small Training Set Image Segmentation Network Originated from Multi-Grid Variational Model Junying Meng Weihong Guo Jun Liu Mingrui Yang 24 1 0 25 Jun 2023
DaTaSeg: Taming a Universal Multi-Dataset Multi-Task Segmentation Model Xiuye Gu Huayu Chen Jonathan Huang Abdullah M. Rashwan Boxin Wang ... Golnaz Ghiasi Weicheng Kuo Huizhong Chen Liang-Chieh Chen David A. Ross ISeg 30 26 0 02 Jun 2023
Towards Open-World Segmentation of Parts Tai-Yu Pan Qing Liu Wei-Lun Chao Brian L. Price OCL 35 14 0 26 May 2023
Semantic Segmentation by Semantic Proportions Halil Ibrahim Aysel Xiaohao Cai Adam Prugel-Bennett 28 1 0 24 May 2023
Coupling Global Context and Local Contents for Weakly-Supervised Semantic Segmentation Chunyan Wang Dong Zhang Liyan Zhang Jinhui Tang 29 7 0 18 Apr 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 37 50 0 13 Feb 2023
CQnet: convex-geometric interpretation and constraining neural-network trajectories Bas Peters 35 0 0 09 Feb 2023
CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation Yuqi Lin Minghao Chen Wenxiao Wang Boxi Wu Ke Li Binbin Lin Haifeng Liu Xiaofei He VLM CLIP 20 119 0 16 Dec 2022
Solve the Puzzle of Instance Segmentation in Videos: A Weakly Supervised Framework with Spatio-Temporal Collaboration Liqi Yan Qifan Wang Siqi Ma Jingang Wang Changbin (Brad) Yu VOS 32 38 0 15 Dec 2022
From colouring-in to pointillism: revisiting semantic segmentation supervision Rodrigo Benenson V. Ferrari VLM 31 18 0 25 Oct 2022
Dual Progressive Transformations for Weakly Supervised Semantic Segmentation Dong Huo Yukun Su Qingyao Wu ViT 40 4 0 30 Sep 2022
Weakly Supervised Semantic Segmentation via Progressive Patch Learning Jinlong Li Zequn Jie Xu Wang Yu Zhou Xiaolin K. Wei Lin Ma VLM 58 20 0 16 Sep 2022
Robotic Perception in Agri-food Manipulation: A Review Jack Foster Mazvydas Gudelis A. G. Esfahani 28 1 0 22 Aug 2022
Information Gain Sampling for Active Learning in Medical Image Classification Raghav Mehta Changjian Shui Brennan Nichyporuk Tal Arbel 19 5 0 01 Aug 2022
Weakly Supervised Deep Instance Nuclei Detection using Points Annotation in 3D Cardiovascular Immunofluorescent Images Nazanin Moradinasab Yash Sharma Laura S. Shankman Gary K. Owens Donald E. Brown 24 1 0 29 Jul 2022
Discovering Object Masks with Transformers for Unsupervised Semantic Segmentation Wouter Van Gansbeke Simon Vandenhende Luc Van Gool 47 55 0 13 Jun 2022
A Survey on Deep Learning for Skin Lesion Segmentation Z. Mirikharaji Kumar Abhishek Alceu Bissoto Catarina Barata Sandra Avila Eduardo Valle M. Celebi Ghassan Hamarneh 52 82 0 01 Jun 2022
Weakly-supervised segmentation of referring expressions Robin Strudel Ivan Laptev Cordelia Schmid 22 21 0 10 May 2022
L2G: A Simple Local-to-Global Knowledge Transfer Framework for Weakly Supervised Semantic Segmentation Peng-Tao Jiang Yuqi Yang Qibin Hou Yunchao Wei 26 121 0 07 Apr 2022
Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene Segmentation Xiao Fu Shangzhan Zhang Tianrun Chen Yichong Lu Lanyun Zhu Xiaowei Zhou Andreas Geiger Yiyi Liao 3DPC 26 161 0 29 Mar 2022
MutexMatch: Semi-Supervised Learning with Mutex-Based Consistency Regularization Yue Duan Zhen Zhao Lei Qi Lei Wang Luping Zhou Yinghuan Shi Yang Gao 38 33 0 27 Mar 2022
Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation Junwen Pan Pengfei Zhu Kaihua Zhang Bing Cao Yu Wang Dingwen Zhang Junwei Han Q. Hu 21 60 0 19 Mar 2022
PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object Detection in Autonomous Driving Systems Shu Hu Chunfang Liu Jayanta K. Dutta Ming-Ching Chang Siwei Lyu Naveen Ramakrishnan 21 15 0 11 Mar 2022
Label-efficient Hybrid-supervised Learning for Medical Image Segmentation Junwen Pan Qi Bi Yanzhan Yang Pengfei Zhu Cheng Bian 29 21 0 10 Mar 2022
Cross Language Image Matching for Weakly Supervised Semantic Segmentation Jinheng Xie Xianxu Hou Kai Ye Linlin Shen CLIP VLM 25 106 0 05 Mar 2022
Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers Lixiang Ru Yibing Zhan Baosheng Yu Bo Du ViT 49 181 0 05 Mar 2022
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation Fabio Cermelli Massimiliano Mancini Samuel Rota Buló Elisa Ricci Barbara Caputo CLL 31 8 0 31 Jan 2022
Deeply Explain CNN via Hierarchical Decomposition Mingg-Ming Cheng Peng-Tao Jiang Linghao Han Liang Wang Philip Torr FAtt 53 15 0 23 Jan 2022
GuidedMix-Net: Semi-supervised Semantic Segmentation by Using Labeled Images as Reference Peng Tu Yawen Huang Feng Zheng Zhenyu He Liujun Cao Ling Shao 32 23 0 28 Dec 2021
Few-shot Font Generation with Weakly Supervised Localized Representations Song Park Sanghyuk Chun Junbum Cha Bado Lee Hyunjung Shim 21 11 0 22 Dec 2021
Exploring Pixel-level Self-supervision for Weakly Supervised Semantic Segmentation Sung-Hoon Yoon H. Kweon Jaeseok Jeong Hyeonseong Kim Shinjeong Kim Kuk-Jin Yoon 24 7 0 10 Dec 2021
Incremental Learning in Semantic Segmentation from Image Labels Fabio Cermelli Dario Fontanel A. Tavera Marco Ciccone Barbara Caputo VLM CLL 37 48 0 03 Dec 2021
Background-Click Supervision for Temporal Action Localization Le Yang Junwei Han Tao Zhao Tianwei Lin Dingwen Zhang Jianxin Chen 31 61 0 24 Nov 2021
Unsupervised Foreground Extraction via Deep Region Competition Peiyu Yu Sirui Xie Xiaojian Ma Yixin Zhu Ying Nian Wu Song-Chun Zhu OCL 36 42 0 29 Oct 2021
Weakly-Supervised Semantic Segmentation by Learning Label Uncertainty R. Neven D. Neven Bert De Brabandere Marc Proesmans Toon Goedemé UQCV 42 4 0 12 Oct 2021
Weak Novel Categories without Tears: A Survey on Weak-Shot Learning Li Niu VLM OffRL 21 2 0 06 Oct 2021
Weak-shot Semantic Segmentation by Transferring Semantic Affinity and Boundary Siyuan Zhou Li Niu Jianlou Si Chao Qian Liqing Zhang 15 10 0 04 Oct 2021
Deep Learning-Based Detection of the Acute Respiratory Distress Syndrome: What Are the Models Learning? Gregory B. Rehm Chao Wang I. Cortés-Puch Chen-Nee Chuah Jason Y. Adams 30 1 0 25 Sep 2021
A semi-supervised self-training method to develop assistive intelligence for segmenting multiclass bridge elements from inspection videos Muhammad Monjurul Karim Ruwen Qin Zhaozheng Yin Genda Chen 22 24 0 10 Sep 2021