Cover Image

Instance-Aware Pseudo-Labeling and Class-Focused Contrastive Learning for Weakly Supervised Domain Adaptive Segmentation of Electron Microscopy

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xiong, Shan, Chen, Jiabao, Wang, Ye, Peng, Jialin
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Prefer-DAS: Learning from Local Preferences and Sparse Prompts for Domain Adaptive Segmentation of Electron Microscopy
by: Chen, Jiabao, et al.
Published: (2026)

Prompt-DAS: Annotation-Efficient Prompt Learning for Domain Adaptive Semantic Segmentation of Electron Microscopy Images
by: Chen, Jiabao, et al.
Published: (2025)

Weakly-Supervised Cross-Domain Segmentation of Electron Microscopy with Sparse Point Annotation
by: Qiu, Dafei, et al.
Published: (2024)

Pseudo-Label Quality Decoupling and Correction for Semi-Supervised Instance Segmentation
by: Lin, Jianghang, et al.
Published: (2025)

3D Weakly Supervised Semantic Segmentation via Class-Aware and Geometry-Guided Pseudo-Label Refinement
by: Xu, Xiaoxu, et al.
Published: (2025)

Weakly Supervised Lymph Nodes Segmentation Based on Partial Instance Annotations with Pre-trained Dual-branch Network and Pseudo Label Learning
by: Wang, Litingyu, et al.
Published: (2024)

Adaptive Patch Contrast for Weakly Supervised Semantic Segmentation
by: Wu, Wangyu, et al.
Published: (2024)

Complete Instances Mining for Weakly Supervised Instance Segmentation
by: Li, Zecheng, et al.
Published: (2024)

Emerging Trends in Pseudo-Label Refinement for Weakly Supervised Semantic Segmentation with Image-Level Supervision
by: Zhang, Zheyuan, et al.
Published: (2025)

PLESS: Pseudo-Label Enhancement with Spreading Scribbles for Weakly Supervised Segmentation
by: Gabrielyan, Yeva, et al.
Published: (2026)

Boundary-Aware Instance Segmentation in Microscopy Imaging
by: Mendelson, Thomas, et al.
Published: (2026)

Cross Pseudo Labeling For Weakly Supervised Video Anomaly Detection
by: Lee, Dayeon, et al.
Published: (2026)

Scribble Hides Class: Promoting Scribble-Based Weakly-Supervised Semantic Segmentation with Its Class Label
by: Zhang, Xinliang, et al.
Published: (2024)

Weakly-Supervised Surface Crack Segmentation by Generating Pseudo-Labels using Localization with a Classifier and Thresholding
by: König, Jacob, et al.
Published: (2021)

Semi-Supervised Hyperspectral Image Classification with Edge-Aware Superpixel Label Propagation and Adaptive Pseudo-Labeling
by: Qiu, Yunfei, et al.
Published: (2026)

Advancing Weakly-Supervised Audio-Visual Video Parsing via Segment-wise Pseudo Labeling
by: Zhou, Jinxing, et al.
Published: (2024)

Dynamic Pseudo Label Optimization in Point-Supervised Nuclei Segmentation
by: Wang, Ziyue, et al.
Published: (2024)

Contrastive Learning with Diffusion Features for Weakly Supervised Medical Image Segmentation
by: Zeng, Dewen, et al.
Published: (2025)

Contrastive Multiple Instance Learning for Weakly Supervised Person ReID
by: Tyo, Jacob, et al.
Published: (2024)

Weakly-Supervised Learning for Tree Instances Segmentation in Airborne Lidar Point Clouds
by: Destouches, Swann Emilien Céleste, et al.
Published: (2025)

Do Instance Priors Help Weakly Supervised Semantic Segmentation?
by: Das, Anurag, et al.
Published: (2026)

Instance-Aware Robust Consistency Regularization for Semi-Supervised Nuclei Instance Segmentation
by: Lin, Zenan, et al.
Published: (2025)

Contrastive Prompt Clustering for Weakly Supervised Semantic Segmentation
by: Wu, Wangyu, et al.
Published: (2025)

Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-Labels
by: He, Yinsheng, et al.
Published: (2024)

Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation
by: Mansour, Elham Amin, et al.
Published: (2024)

DALI: Domain Adaptive LiDAR Object Detection via Distribution-level and Instance-level Pseudo Label Denoising
by: Lu, Xiaohu, et al.
Published: (2024)

CAT: Class Aware Adaptive Thresholding for Semi-Supervised Domain Generalization
by: Zoha, Sumaiya, et al.
Published: (2024)

ProPL: Universal Semi-Supervised Ultrasound Image Segmentation via Prompt-Guided Pseudo-Labeling
by: Chen, Yaxiong, et al.
Published: (2025)

Unsupervised Domain Adaptation for 3D LiDAR Semantic Segmentation Using Contrastive Learning and Multi-Model Pseudo Labeling
by: Kaushik, Abhishek, et al.
Published: (2025)

Striving for Simplicity: Simple Yet Effective Prior-Aware Pseudo-Labeling for Semi-Supervised Ultrasound Image Segmentation
by: Chen, Yaxiong, et al.
Published: (2025)

Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo Labeling
by: Li, Haoran, et al.
Published: (2024)

Mitigating Instance-Dependent Label Noise: Integrating Self-Supervised Pretraining with Pseudo-Label Refinement
by: Bala, Gouranga, et al.
Published: (2024)

De-Simplifying Pseudo Labels to Enhancing Domain Adaptive Object Detection
by: Fu, Zehua, et al.
Published: (2025)

Learning Adaptive Pseudo-Label Selection for Semi-Supervised 3D Object Detection
by: Kong, Taehun, et al.
Published: (2025)

Completely Weakly Supervised Class-Incremental Learning for Semantic Segmentation
by: Kim, David Minkwan, et al.
Published: (2025)

Boosting Overlapping Organoid Instance Segmentation Using Pseudo-Label Unmixing and Synthesis-Assisted Learning
by: Huang, Gui, et al.
Published: (2026)

BAISeg: Boundary Assisted Weakly Supervised Instance Segmentation
by: Wang, Tengbo, et al.
Published: (2024)

Pose-Aware Weakly-Supervised Action Segmentation
by: Zhao, Seth Z., et al.
Published: (2025)

Self-Supervised Contrastive Learning for Multi-Label Images
by: Chen, Jiale
Published: (2025)

DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task Interactions
by: Zhang, Ye, et al.
Published: (2024)