Noisy Boundaries: Lemon or Lemonade for Semi-supervised Instance
Segmentation?

Noisy Boundaries: Lemon or Lemonade for Semi-supervised Instance Segmentation?

25 March 2022

Papers citing "Noisy Boundaries: Lemon or Lemonade for Semi-supervised Instance Segmentation?"

18 / 18 papers shown

Title
Pseudo-Label Quality Decoupling and Correction for Semi-Supervised Instance Segmentation Jianghang Lin Yilin Lu Yunhang Shen Chaoyang Zhu Shengchuan Zhang Liujuan Cao Rongrong Ji ISeg 41 0 0 16 May 2025
S^4M: Boosting Semi-Supervised Instance Segmentation with SAM Heeji Yoon Heeseong Shin Eunbeen Hong Hyunwook Choi Hansang Cho Daun Jeong Seungryong Kim 33 0 0 07 Apr 2025
Generalized Class Discovery in Instance Segmentation Cuong Manh Hoang Yeejin Lee Byeongkeun Kang ISeg 92 0 0 12 Feb 2025
Depth-Guided Semi-Supervised Instance Segmentation Xin Chen Jie Hu Xiawu Zheng Jianghang Lin Liujuan Cao Rongrong Ji ISeg 3DV 55 1 0 25 Jun 2024
Extreme Point Supervised Instance Segmentation Hyeonjun Lee S. Hwang Suha Kwak 23 2 0 31 May 2024
Unsupervised Pre-training with Language-Vision Prompts for Low-Data Instance Segmentation Dingwen Zhang Hao Li Diqi He Nian Liu Lechao Cheng Jingdong Wang Junwei Han VLM 49 0 0 22 May 2024
Better (pseudo-)labels for semi-supervised instance segmentation Franccois Porcher Camille Couprie Marc Szafraniec Jakob Verbeek ISeg 30 0 0 18 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 33 1 0 02 Mar 2024
Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance Segmentation Ye Zhang Ziyue Wang Yifeng Wang Hao Bian Linghan Cai Hengrui Li Lingbo Zhang Yongbing Zhang SSL 21 2 0 07 Feb 2024
X-PDNet: Accurate Joint Plane Instance Segmentation and Monocular Depth Estimation with Cross-Task Distillation and Boundary Correction Cao Dinh Duc Jongwoo Lim 26 1 0 15 Sep 2023
Pseudo-label Alignment for Semi-supervised Instance Segmentation Jie Hu Cheng Chen Liujuan Cao Shengchuan Zhang Annan Shu Guannan Jiang Rongrong Ji ISeg 47 13 0 10 Aug 2023
Guided Distillation for Semi-Supervised Instance Segmentation Tariq Berrada Camille Couprie Alahari Karteek Jakob Verbeek 44 10 0 03 Aug 2023
The Devil is in the Points: Weakly Semi-Supervised Instance Segmentation via Point-Guided Mask Representation Beomyoung Kim Joonhyun Jeong Dongyoon Han Sung Ju Hwang ISeg 57 26 0 27 Mar 2023
Boosting Low-Data Instance Segmentation by Unsupervised Pre-training with Saliency Prompt Hao Li Dingwen Zhang Nian Liu Lechao Cheng Yalun Dai Chaoxi Zhang Xinggang Wang Junwei Han 29 17 0 02 Feb 2023
TrafficCAM: A Versatile Dataset for Traffic Flow Segmentation Zhongying Deng Yanqi Chen Lihao Liu Shujun Wang Rihuan Ke Carola-Bibiane Schonlieb Angelica I Aviles-Rivero 11 3 0 17 Nov 2022
Polite Teacher: Semi-Supervised Instance Segmentation with Mutual Learning and Pseudo-Label Thresholding Dominik Filipiak Andrzej Zapala Piotr Tempczyk A. Fensel Marek Cygan ISeg 21 10 0 07 Nov 2022
Conditional Convolutions for Instance Segmentation Zhi Tian Chunhua Shen Hao Chen ISeg 196 599 0 12 Mar 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 281 3,381 0 09 Mar 2020