Cover Image

DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task Interactions

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Ye, Wang, Yifeng, Fang, Zijie, Bian, Hao, Cai, Linghan, Wang, Ziyue, Zhang, Yongbing
Format:	Preprint
Published:	2024
Subjects:	Image and Video Processing Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Multimodal Cross-Task Interaction for Survival Analysis in Whole Slide Pathological Images
by: Jiang, Songhan, et al.
Published: (2024)

H2ASeg: Hierarchical Adaptive Interaction and Weighting Network for Tumor Segmentation in PET/CT Images
by: Lu, Jinpeng, et al.
Published: (2024)

Prototype-Guided Cross-Modal Knowledge Enhancement for Adaptive Survival Prediction
by: Liu, Fengchun, et al.
Published: (2025)

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

SEINE: Structure Encoding and Interaction Network for Nuclei Instance Segmentation
by: Zhang, Ye, et al.
Published: (2024)

Modeling the Label Distributions for Weakly-Supervised Semantic Segmentation
by: Wu, Linshan, et al.
Published: (2024)

RATNUS: Rapid, Automatic Thalamic Nuclei Segmentation using Multimodal MRI inputs
by: Feng, Anqi, et al.
Published: (2024)

Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance Segmentation
by: Zhang, Ye, et al.
Published: (2024)

LiNUS: Lightweight Automatic Segmentation of Deep Brain Nuclei for Real-Time DBS Surgery
by: Zhang, Shuo, et al.
Published: (2026)

Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation
by: Wu, Linshan, et al.
Published: (2024)

Weakly Supervised Learning of Cortical Surface Reconstruction from Segmentations
by: Ma, Qiang, et al.
Published: (2024)

Multi-Beholder: Biomarker Prediction for Low-Grade Glioma with Multiple Instance Learning and One-Class Classification
by: Fang, Zijie, et al.
Published: (2023)

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

NucleiMix: Realistic Data Augmentation for Nuclei Instance Segmentation
by: Wang, Jiamu, et al.
Published: (2024)

Domain and Content Adaptive Convolutions for Cross-Domain Adenocarcinoma Segmentation
by: Wilm, Frauke, et al.
Published: (2024)

CATNUS: Coordinate-Aware Thalamic Nuclei Segmentation Using T1-Weighted MRI
by: Feng, Anqi, et al.
Published: (2025)

Enhancing Weakly Supervised Semantic Segmentation for Fibrosis via Controllable Image Generation
by: Yue, Zhiling, et al.
Published: (2024)

NuSegDG: Integration of Heterogeneous Space and Gaussian Kernel for Domain-Generalized Nuclei Segmentation
by: Lou, Zhenye, et al.
Published: (2024)

Keep It Accurate and Robust: An Enhanced Nuclei Analysis Framework
by: Zhang, Wenhua, et al.
Published: (2022)

FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification
by: Tian, Yu, et al.
Published: (2024)

High-fidelity Pseudo-labels for Boosting Weakly-Supervised Segmentation
by: Jonnarth, Arvi, et al.
Published: (2023)

Leveraging Information Divergence for Robust Semi-Supervised Fetal Ultrasound Image Segmentation
by: Wang, Fangyijie, et al.
Published: (2025)

Self-Supervised Noise Adaptive MRI Denoising via Repetition to Repetition (Rep2Rep) Learning
by: Janjušević, Nikola, et al.
Published: (2025)

Unified Domain Adaptive Semantic Segmentation
by: Zhang, Zhe, et al.
Published: (2023)

Resource-efficient Automatic Refinement of Segmentations via Weak Supervision from Light Feedback
by: de Langlais, Alix, et al.
Published: (2025)

Towards Source-free Domain Adaptive Semantic Segmentation via Importance-aware and Prototype-contrast Learning
by: Cao, Yihong, et al.
Published: (2023)

Human Gaze-based Dual Teacher Guidance Learning for Semi-Supervised Medical Image Segmentation
by: Ge, Rongjun, et al.
Published: (2026)

Learned Primal Dual Splitting for Self-Supervised Noise-Adaptive MRI Reconstruction
by: Janjusevic, Nikola, et al.
Published: (2025)

Dual Agreement Consistency Learning with Foundation Models for Semi-Supervised Fetal Heart Ultrasound Segmentation and Diagnosis
by: Wang, Fangyijie, et al.
Published: (2026)

ADAPT: Alzheimer Diagnosis through Adaptive Profiling Transformers
by: Wang, Yifeng, et al.
Published: (2024)

Transforming Heart Chamber Imaging: Self-Supervised Learning for Whole Heart Reconstruction and Segmentation
by: Qayyum, Abdul, et al.
Published: (2024)

Cross-Modal Interactive Perception Network with Mamba for Lung Tumor Segmentation in PET-CT Images
by: Mei, Jie, et al.
Published: (2025)

Sentinel-1 SAR Based Weakly Supervised Learning For Tropical Forest Mapping
by: Mullissa, Adugna, et al.
Published: (2024)

Intermediate Domain-guided Adaptation for Unsupervised Chorioallantoic Membrane Vessel Segmentation
by: Song, Pengwu, et al.
Published: (2025)

Bronchovascular Tree-Guided Weakly Supervised Learning Method for Pulmonary Segment Segmentation
by: Zhao, Ruijie, et al.
Published: (2025)

Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning
by: Jiang, Runmin, et al.
Published: (2024)

CrossDiff: Exploring Self-Supervised Representation of Pansharpening via Cross-Predictive Diffusion Model
by: Xing, Yinghui, et al.
Published: (2024)

UNet-3D with Adaptive TverskyCE Loss for Pancreas Medical Image Segmentation
by: Zhang, Xubei, et al.
Published: (2025)

Unpaired Translation of Chest X-ray Images for Lung Opacity Diagnosis via Adaptive Activation Masks and Cross-Domain Alignment
by: Ning, Junzhi, et al.
Published: (2025)

Re-Visible Dual-Domain Self-Supervised Deep Unfolding Network for MRI Reconstruction
by: Zhang, Hao, et al.
Published: (2025)