Buchumschlag

Scribble-Supervised Medical Image Segmentation with Dynamic Teacher Switching and Hierarchical Consistency

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
Hauptverfasser:	Nguyen, Thanh-Huy, Cao, Hoang-Loc, Chung, Dat T., Vu, Mai-Anh, Nguyen, Thanh-Minh, Le, Minh, Huynh, Phat K., Bagci, Ulas
Format:	Preprint
Veröffentlicht:	2026
Schlagworte:	Computer Vision and Pattern Recognition
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

Modality-Specific Enhancement and Complementary Fusion for Semi-Supervised Multi-Modal Brain Tumor Segmentation
von: Chung, Tien-Dat, et al.
Veröffentlicht: (2025)

Beyond Traditional Approaches: Multi-Task Network for Breast Ultrasound Diagnosis
von: Chung, Dat T., et al.
Veröffentlicht: (2024)

DuetMatch: Harmonizing Semi-Supervised Brain MRI Segmentation via Decoupled Branch Optimization
von: Nguyen, Thanh-Huy, et al.
Veröffentlicht: (2025)

Robust White Blood Cell Classification with Stain-Normalized Decoupled Learning and Ensembling
von: Le, Luu, et al.
Veröffentlicht: (2026)

Improved Segmentation of Polyps and Visual Explainability Analysis
von: Asare, Akwasi, et al.
Veröffentlicht: (2025)

Label-Efficient Cross-Modality Generalization for Liver Segmentation in Multi-Phase MRI
von: Bui-Tran, Quang-Khai, et al.
Veröffentlicht: (2025)

UP2D: Uncertainty-aware Progressive Pseudo-label Denoising for Source-Free Domain Adaptive Medical Image Segmentation
von: Bui-Tran, Quang-Khai, et al.
Veröffentlicht: (2025)

Aligning What You Separate: Denoised Patch Mixing for Source-Free Domain Adaptation in Medical Image Segmentation
von: Bui-Tran, Quang-Khai, et al.
Veröffentlicht: (2025)

Domain-invariant Mixed-domain Semi-supervised Medical Image Segmentation with Clustered Maximum Mean Discrepancy Alignment
von: Lam, Ba-Thinh, et al.
Veröffentlicht: (2026)

HDC: Hierarchical Distillation for Multi-level Noisy Consistency in Semi-Supervised Fetal Ultrasound Segmentation
von: Le, Tran Quoc Khanh, et al.
Veröffentlicht: (2025)

Learning Disentangled Stain and Structural Representations for Semi-Supervised Histopathology Segmentation
von: Pham, Ha-Hieu, et al.
Veröffentlicht: (2025)

PRS-Med: Position Reasoning Segmentation in Medical Imaging
von: Trinh, Quoc-Huy, et al.
Veröffentlicht: (2025)

Optimizing molecular property and reaction yield prediction with feature engineering and molecular fingerprints
von: Dat Phat Nguyen, et al.
Veröffentlicht: (2025)

Seeing Through the Tool: A Controlled Benchmark for Occlusion Robustness in Foundation Segmentation Models
von: Ho, Nhan, et al.
Veröffentlicht: (2026)

From Prompting to Preference Optimization: A Comparative Study of LLM-based Automated Essay Scoring
von: Nguyen, Minh Hoang, et al.
Veröffentlicht: (2026)

Teacher Research as Transformative Learning: A Collaborative Autoethnographic Study of Three Language Teachers
von: Duy Minh Dang‐Tran, et al.
Veröffentlicht: (2026)

Adaptive Knowledge Transferring with Switching Dual-Student Framework for Semi-Supervised Medical Image Segmentation
von: Nguyen, Hoang-Thien, et al.
Veröffentlicht: (2025)

GraspMamba: A Mamba-based Language-driven Grasp Detection Framework with Hierarchical Feature Learning
von: Nguyen, Huy Hoang, et al.
Veröffentlicht: (2024)

Semi-Supervised Semantic Segmentation using Redesigned Self-Training for White Blood Cells
von: Luu, Vinh Quoc, et al.
Veröffentlicht: (2024)

Eco‐Friendly Synthesis of Zinc Oxide and Magnesium Oxide Nanoparticles: Comparative Insights into Characterization, Electrochemical, and Photocatalytic Properties
von: Nguyen Duc Huy, et al.
Veröffentlicht: (2026)

Primordial deuterium abundance from calculations of $p(n,γ)$ and $d(p,γ)$ reactions within potential-model approach
von: Anh, Nguyen Le, et al.
Veröffentlicht: (2026)

Blurry-Consistency Segmentation Framework with Selective Stacking on Differential Interference Contrast 3D Breast Cancer Spheroid
von: Nguyen, Thanh-Huy, et al.
Veröffentlicht: (2024)

Low-energy $^7$Li($n,γ$)$^8$Li and $^7$Be($p,γ$)$^8$B radiative capture reactions within the Skyrme Hartree-Fock approach
von: Nguyen, Le-Anh, et al.
Veröffentlicht: (2022)

Direct correlation between the near-proton-emission threshold resonance in $^{11}$B and the branching ratio of beta-delayed proton emission from $^{11}$Be
von: Nguyen, Le-Anh, et al.
Veröffentlicht: (2024)

ViMRHP: A Vietnamese Benchmark Dataset for Multimodal Review Helpfulness Prediction via Human-AI Collaborative Annotation
von: Nguyen, Truc Mai-Thanh, et al.
Veröffentlicht: (2025)

Handling Supervision Scarcity in Chest X-ray Classification: Long-Tailed and Zero-Shot Learning
von: Pham, Ha-Hieu, et al.
Veröffentlicht: (2026)

Bridging the Training-Deployment Gap: Gated Encoding and Multi-Scale Refinement for Efficient Quantization-Aware Image Enhancement
von: To-Thanh, Dat, et al.
Veröffentlicht: (2026)

Tracking Software Security Topics
von: Vu, Phong Minh, et al.
Veröffentlicht: (2024)

STER-VLM: Spatio-Temporal With Enhanced Reference Vision-Language Models
von: Nguyen-Nhu, Tinh-Anh, et al.
Veröffentlicht: (2025)

LPD: Learnable Prototypes with Diversity Regularization for Weakly Supervised Histopathology Segmentation
von: Le, Khang, et al.
Veröffentlicht: (2025)

Exploring the Impact of AI ‐Driven Climate Change Disclosures on Financial Sustainability and Sustainable Investment Decisions With Evidence From Vietnam
von: Khoi Minh Nguyen, et al.
Veröffentlicht: (2026)

Driver Attention Tracking and Analysis
von: Nguyen, Dat Viet Thanh, et al.
Veröffentlicht: (2024)

Med-StepBench: A Hierarchical Reasoning Framework for Evaluating Hallucinations in Medical Vision-Language Models
von: Nguyen, Minh Khoi, et al.
Veröffentlicht: (2026)

Green Synthesis of Carbon Aerogel from Rose Apple ( Syzygium jambos ) for Ciprofloxacin, Diesel Oil, Organic Solvents Adsorption, and Electrochemical Properties
von: Mai Thanh Phong, et al.
Veröffentlicht: (2024)

SHREC 2025: Retrieval of Optimal Objects for Multi-modal Enhanced Language and Spatial Assistance (ROOMELSA)
von: Nguyen, Trong-Thuan, et al.
Veröffentlicht: (2025)

Handheld Thermal Devices Can Facilitate Population Monitoring of the Critically Endangered Delacour's Langur Trachypithecus delacouri in Difficult Terrains
von: Anh Tuan Nguyen, et al.
Veröffentlicht: (2026)

Rx Strategist: Prescription Verification using LLM Agents System
von: Van, Phuc Phan, et al.
Veröffentlicht: (2024)

SAM-EG: Segment Anything Model with Egde Guidance framework for efficient Polyp Segmentation
von: Trinh, Quoc-Huy, et al.
Veröffentlicht: (2024)

The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation
von: Nguyen, Thanh-Danh, et al.
Veröffentlicht: (2023)

CAPTAIN at COLIEE 2023: Efficient Methods for Legal Information Retrieval and Entailment Tasks
von: Nguyen, Chau, et al.
Veröffentlicht: (2024)