BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation

11 October 2022

Papers citing "BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation"

26 / 26 papers shown

Title
From Gaze to Insight: Bridging Human Visual Attention and Vision Language Model Explanation for Weakly-Supervised Medical Image Segmentation Jingkun Chen Haoran Duan Xiao Zhang Boyan Gao T. Tan Vicente Grau Jungong Han 16 0 0 15 Apr 2025
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
Beyond Boxes: Mask-Guided Spatio-Temporal Feature Aggregation for Video Object Detection K. Hashmi Talha Uddin Sheikh Didier Stricker Muhammad Zeshan Afzal 62 0 0 06 Dec 2024
Detecting Wildfires on UAVs with Real-time Segmentation Trained by Larger Teacher Models Julius Pesonen T. Hakala V. Karjalainen Niko Koivumaki L. Markelin A.-M. Raita-Hakola J. Suomalainen Ilkka Polonen E. Honkavaara 21 1 0 19 Aug 2024
Weakly-supervised Medical Image Segmentation with Gaze Annotations Yuan Zhong Chenhui Tang Yumeng Yang Ruoxi Qi Kang Zhou Yuqi Gong Pheng-Ann Heng J. H. Hsiao Qi Dou 14 2 0 10 Jul 2024
Extreme Point Supervised Instance Segmentation Hyeonjun Lee S. Hwang Suha Kwak 19 2 0 31 May 2024
A Point-Neighborhood Learning Framework for Nasal Endoscope Image Segmentation Pengyu Jie Wanquan Liu Chenqiang Gao Yihui Wen Rui He Pengcheng Li Jintao Zhang Deyu Meng 16 0 0 30 May 2024
DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task Interactions Ye Zhang Yifeng Wang Zijie Fang Hao Bian Linghan Cai Ziyue Wang Yongbing Zhang 23 3 0 23 Apr 2024
PM-VIS: High-Performance Box-Supervised Video Instance Segmentation Zhangjing Yang Dun Liu Wensheng Cheng Jinqiao Wang Yi Wu VLM 16 2 0 22 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 22 1 0 01 Apr 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 21 1 0 02 Mar 2024
WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition Lianghui Zhu Junwei Zhou Yan Liu Xin Hao Wenyu Liu Xinggang Wang VLM 28 5 0 22 Feb 2024
ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical Image Segmentation Y. Liu L. Lin K. Wong X. Tang 16 2 0 25 Jan 2024
Self-supervised Video Object Segmentation with Distillation Learning of Deformable Attention Quang-Trung Truong Duc Thanh Nguyen Binh-Son Hua Sai-Kit Yeung VOS 31 1 0 25 Jan 2024
Guided Prompting in SAM for Weakly Supervised Cell Segmentation in Histopathological Images Aayushi Tyagi Vaibhav Mishra AP Prathosh Mausam VLM 25 1 0 29 Nov 2023
Label-efficient Segmentation via Affinity Propagation Wentong Li Yuqian Yuan Song Wang Wenyu Liu Dongqi Tang Jian Liu Jianke Zhu Lei Zhang 32 5 0 16 Oct 2023
GaPro: Box-Supervised 3D Point Cloud Instance Segmentation Using Gaussian Processes as Pseudo Labelers T.D. Ngo Binh-Son Hua Khoi Duc Minh Nguyen 3DPC 13 4 0 25 Jul 2023
Industrial Anomaly Detection and Localization Using Weakly-Supervised Residual Transformers Hanxi Li Jing Wu Lin Yuanbo Wu Hao Chen Deyin Liu Mingwen Wang Peng Wang ViT 32 4 0 06 Jun 2023
The Devil is in the Points: Weakly Semi-Supervised Instance Segmentation via Point-Guided Mask Representation Beomyoung Kim Joonhyun Jeong Dongyoon Han S. Hwang ISeg 34 26 0 27 Mar 2023
BoxVIS: Video Instance Segmentation with Box Annotations Minghan Li Lei Zhang ISeg VOS 30 1 0 26 Mar 2023
Vision Transformers Are Good Mask Auto-Labelers Shiyi Lan Xitong Yang Zhiding Yu Zuxuan Wu J. Álvarez Anima Anandkumar ISeg ViT MedIm 6 19 0 10 Jan 2023
Self-Training: A Survey Massih-Reza Amini Vasilii Feofanov Loïc Pauletto Lies Hadjadj Emilie Devijver Yury Maximov SSL 8 100 0 24 Feb 2022
In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning Mamshad Nayeem Rizve Kevin Duarte Y. S. Rawat M. Shah 203 501 0 15 Jan 2021
Conditional Convolutions for Instance Segmentation Zhi Tian Chunhua Shen Hao Chen ISeg 167 596 0 12 Mar 2020
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 211 739 0 28 Mar 2018
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 244 1,279 0 06 Mar 2017