Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations

10 April 2019

Jiwoon Ahn

Papers citing "Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations"

50 / 262 papers shown

Title
BoxSeg: Quality-Aware and Peer-Assisted Learning for Box-supervised Instance Segmentation Jinxiang Lai Wenlong Wu Jiawei Zhan Jian Li Bin-Bin Gao J. Liu Jie Zhang Song Guo ISeg 39 0 0 07 Apr 2025
Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation Qingchen Tang Lei Fan M. Pagnucco Yang Song VLM 48 0 0 15 Mar 2025
DiffEGG: Diffusion-Driven Edge Generation as a Pixel-Annotation-Free Alternative for Instance Annotation Sanghyun Jo Ziseok Lee Wooyeol Lee Kyungsu Kim 34 0 0 11 Mar 2025
DOEI: Dual Optimization of Embedding Information for Attention-Enhanced Class Activation Maps Hongjie Zhu Zeyu Zhang Guansong Pang X. Wang Shimin Wen Yu Bai Daji Ergu Ying Cai Yang Zhao 33 1 0 21 Feb 2025
Exact: Exploring Space-Time Perceptive Clues for Weakly Supervised Satellite Image Time Series Semantic Segmentation Hao Zhu Yan Zhu Jiayu Xiao Tianxiang Xiao Yike Ma Yucheng Zhang Feng Dai 83 0 0 05 Dec 2024
A Multimodal Approach Combining Structural and Cross-domain Textual Guidance for Weakly Supervised OCT Segmentation Jiaqi Yang Nitish Mehta Xiaoling Hu C. L. P. Chen Chia-Ling Tsai 64 0 0 19 Nov 2024
DIAL: Dense Image-text ALignment for Weakly Supervised Semantic Segmentation Soojin Jang Jungmin Yun Junehyoung Kwon Eunju Lee Youngbin Kim 38 3 0 24 Sep 2024
SOS: Segment Object System for Open-World Instance Segmentation With Object Priors Christian Wilms Tim Rolff Maris Hillemann Robert Johanson Simone Frintrop VLM 31 1 0 22 Sep 2024
iSeg: An Iterative Refinement-based Framework for Training-free Segmentation Lin Sun Jiale Cao J. Xie F. Khan Yanwei Pang DiffM 35 1 0 05 Sep 2024
Pixel-Level Domain Adaptation: A New Perspective for Enhancing Weakly Supervised Semantic Segmentation Ye Du Zehua Fu Qingjie Liu 23 1 0 04 Aug 2024
Finding Meaning in Points: Weakly Supervised Semantic Segmentation for Event Cameras Hoonhee Cho Sung-Hoon Yoon H. Kweon Kuk-Jin Yoon 21 1 0 15 Jul 2024
APC: Adaptive Patch Contrast for Weakly Supervised Semantic Segmentation Wangyu Wu Tianhong Dai Zhenhong Chen Xiaowei Huang Fei Ma Jimin Xiao 38 1 0 15 Jul 2024
Knowledge Transfer with Simulated Inter-Image Erasing for Weakly Supervised Semantic Segmentation Tao Chen XiRuo Jiang Gensheng Pei Zeren Sun Yucheng Wang Yazhou Yao 36 8 0 03 Jul 2024
Fine-grained Background Representation for Weakly Supervised Semantic Segmentation Xu Yin Woobin Im Dongbo Min Yuchi Huo Fei Pan Sung-Eui Yoon 52 4 0 22 Jun 2024
Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic Segmentation Bingfeng Zhang Siyue Yu Yunchao Wei Yao Zhao Jimin Xiao VLM 33 8 0 17 Jun 2024
Dataset Enhancement with Instance-Level Augmentations Orest Kupyn Christian Rupprecht 40 9 0 12 Jun 2024
UVIS: Unsupervised Video Instance Segmentation Shuaiyi Huang Saksham Suri Kamal Gupta Sai Saketh Rambhatla Ser-Nam Lim Abhinav Shrivastava VLM 29 3 0 11 Jun 2024
Extreme Point Supervised Instance Segmentation Hyeonjun Lee S. Hwang Suha Kwak 19 2 0 31 May 2024
Learning to Detour: Shortcut Mitigating Augmentation for Weakly Supervised Semantic Segmentation Junehyoung Kwon Eunju Lee Yunsung Cho Youngbin Kim 36 4 0 28 May 2024
BAISeg: Boundary Assisted Weakly Supervised Instance Segmentation Tengbo Wang Yu Bai ISeg 42 0 0 27 May 2024
Competing for pixels: a self-play algorithm for weakly-supervised segmentation Shaheer U. Saeed Shiqi Huang João Ramalhinho Iani J. M. B. Gayo Nina Montaña-Brown ... Stephen P. Pereira Brian R. Davidson D. Barratt Matthew J. Clarkson Yipeng Hu 57 0 0 26 May 2024
Tendency-driven Mutual Exclusivity for Weakly Supervised Incremental Semantic Segmentation Chongjie Si Xuehui Wang Xiaokang Yang Wei Shen CLL 28 1 0 18 Apr 2024
Tackling Ambiguity from Perspective of Uncertainty Inference and Affinity Diversification for Weakly Supervised Semantic Segmentation Zhiwei Yang Yucong Meng Kexue Fu Shuo Wang Zhijian Song 34 4 0 12 Apr 2024
What is Point Supervision Worth in Video Instance Segmentation? Shuaiyi Huang De-An Huang Zhiding Yu Shiyi Lan Subhashree Radhakrishnan Jose M. Alvarez Abhinav Shrivastava A. Anandkumar VOS 27 3 0 01 Apr 2024
MonoBox: Tightness-free Box-supervised Polyp Segmentation using Monotonicity Constraint Qiang Hu Zhenyu Yi Ying Zhou Ting Li Fan Huang Mei Liu Qiang Li Zhiwei Wang 30 1 0 01 Apr 2024
DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic Segmentation Sang-Kee Jo Fei Pan In-Jae Yu Kyungsu Kim 25 2 0 30 Mar 2024
DuPL: Dual Student with Trustworthy Progressive Learning for Robust Weakly Supervised Semantic Segmentation Yuanchen Wu Xichen Ye Kequan Yang Jide Li Xiaoqiang Li 42 9 0 17 Mar 2024
FeatUp: A Model-Agnostic Framework for Features at Any Resolution Stephanie Fu Mark Hamilton Laura E. Brandt Axel Feldmann Zhoutong Zhang William T. Freeman MDE 30 49 0 15 Mar 2024
Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation Feilong Tang Zhongxing Xu Zhaojun Qu Wei Feng Xingjian Jiang Zongyuan Ge 48 7 0 12 Mar 2024
Not just Birds and Cars: Generic, Scalable and Explainable Models for Professional Visual Recognition Junde Wu Jiayuan Zhu Min Xu Yueming Jin 30 0 0 08 Mar 2024
Boosting Box-supervised Instance Segmentation with Pseudo Depth Xinyi Yu Ling Yan Peng-Tao Jiang Hao Chen Bo Li Lin Yuanbo Wu Linlin Ou MDE 29 1 0 02 Mar 2024
Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation Lian Xu Bennamoun F. Boussaïd Wanli Ouyang Ferdous Sohel Dan Xu 27 3 0 02 Mar 2024
RSAM-Seg: A SAM-based Approach with Prior Knowledge Integration for Remote Sensing Image Semantic Segmentation Jie Zhang Xubing Yang Rui Jiang Wei Shao Li Zhang 24 12 0 29 Feb 2024
Weakly Supervised Co-training with Swapping Assignments for Semantic Segmentation Xinyu Yang Hossein Rahmani Sue Black Bryan M. Williams 35 2 0 27 Feb 2024
WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition Lianghui Zhu Junwei Zhou Yan Liu Xin Hao Wenyu Liu Xinggang Wang VLM 31 5 0 22 Feb 2024
Complete Instances Mining for Weakly Supervised Instance Segmentation Zecheng Li Zening Zeng Yuqi Liang Jin-Gang Yu ISeg 11 3 0 12 Feb 2024
Beyond Strong labels: Weakly-supervised Learning Based on Gaussian Pseudo Labels for The Segmentation of Ellipse-like Vascular Structures in Non-contrast CTs Qixiang Ma Antoine Lucas Huazhong Shu A. Kaladji P. Haigron 16 0 0 05 Feb 2024
Leveraging Swin Transformer for Local-to-Global Weakly Supervised Semantic Segmentation Rozhan Ahmadi S. Kasaei ViT 30 2 0 31 Jan 2024
Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation Ci-Siang Lin Chien-Yi Wang Yu-Chiang Frank Wang Min-Hung Chen VLM 21 0 0 22 Jan 2024
Spatial Structure Constraints for Weakly Supervised Semantic Segmentation Tao Chen Yazhou Yao Xing-Rui Huang Zechao Li Liqiang Nie Jinhui Tang 19 15 0 20 Jan 2024
P2Seg: Pointly-supervised Segmentation via Mutual Distillation Zipeng Wang Xuehui Yu Xumeng Han Wenwen Yu Zhixun Huang Jianbin Jiao Zhenjun Han 23 0 0 18 Jan 2024
BoNuS: Boundary Mining for Nuclei Segmentation with Partial Point Labels Yi-Mou Lin Zeyu Wang Dong-Ming Zhang Kwang-Ting Cheng Hao Chen 39 7 0 15 Jan 2024
Semantic-aware SAM for Point-Prompted Instance Segmentation Zhaoyang Wei Pengfei Chen Xuehui Yu Guorong Li Jianbin Jiao Zhenjun Han VLM 35 6 0 26 Dec 2023
Guided Prompting in SAM for Weakly Supervised Cell Segmentation in Histopathological Images Aayushi Tyagi Vaibhav Mishra AP Prathosh Mausam VLM 40 1 0 29 Nov 2023
Processing and Segmentation of Human Teeth from 2D Images using Weakly Supervised Learning Tomáš Kunzo Viktor Kocur Lukás Gajdosech Martin Madaras 21 0 0 13 Nov 2023
Embedding Space Interpolation Beyond Mini-Batch, Beyond Pairs and Beyond Examples Shashanka Venkataramanan Ewa Kijak Laurent Amsaleg Yannis Avrithis 10 4 0 09 Nov 2023
Leveraging point annotations in segmentation learning with boundary loss Eva Breznik H. Kervadec F. Malmberg J. Kullberg Haakan Ahlstrom Marleen de Bruijne Robin Strand 24 1 0 06 Nov 2023
Leveraging Large-Scale Pretrained Vision Foundation Models for Label-Efficient 3D Point Cloud Segmentation Shichao Dong Fayao Liu Guosheng Lin VLM 16 3 0 03 Nov 2023
OpenForest: A data catalogue for machine learning in forest monitoring Arthur Ouaknine T. Kattenborn Etienne Laliberté David Rolnick 41 5 0 01 Nov 2023
Weakly-Supervised Semantic Segmentation with Image-Level Labels: from Traditional Models to Foundation Models Zhaozheng Chen Qianru Sun VLM 27 7 0 19 Oct 2023