Imagen de Portada

Cell Instance Segmentation via Multi-Task Image-to-Image Schrödinger Bridge

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Inoue, Hayato, Harada, Shota, Takezaki, Shumpei, Bise, Ryoma
Formato:	Preprint
Publicado:	2026
Materias:	Computer Vision and Pattern Recognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

VesselFusion: Diffusion Models for Vessel Centerline Extraction from 3D CT Images
por: Mita, Soichi, et al.
Publicado: (2026)

NoiseCutMix: A Novel Data Augmentation Approach by Mixing Estimated Noise in Diffusion Models
por: Takezaki, Shumpei, et al.
Publicado: (2025)

Guidance-base Diffusion Models for Improving Photoacoustic Image Quality
por: Eguchi, Tatsuhiro, et al.
Publicado: (2025)

An Ordinal Diffusion Model for Generating Medical Images with Different Severity Levels
por: Takezaki, Shumpei, et al.
Publicado: (2024)

Ranking-Guided Semi-Supervised Domain Adaptation for Severity Classification
por: Harada, Shota, et al.
Publicado: (2026)

SCoRe: Clean Image Generation from Diffusion Models Trained on Noisy Images
por: Matsuzaki, Yuta, et al.
Publicado: (2026)

Leveraging Label Proportion Prior for Class-Imbalanced Semi-Supervised Learning
por: Akiba, Kohki, et al.
Publicado: (2026)

Domain Generalization of Pathological Image Segmentation by Patch-Level and WSI-Level Contrastive Learning
por: Shigeyasu, Yuki, et al.
Publicado: (2025)

Cross-Domain Image Conversion by CycleDM
por: Shimotsumagari, Sho, et al.
Publicado: (2024)

Learning from Majority Label: A Novel Problem in Multi-class Multiple-Instance Learning
por: Kaito, Shiku, et al.
Publicado: (2025)

Towards Spatial Transcriptomics-guided Pathological Image Recognition with Batch-Agnostic Encoder
por: Nishimura, Kazuya, et al.
Publicado: (2025)

Enhancing Reliability of Medical Image Diagnosis through Top-rank Learning with Rejection Module
por: Ji, Xiaotong, et al.
Publicado: (2025)

Cell-Type Prototype-Informed Neural Network for Gene Expression Estimation from Pathology Images
por: Nishimura, Kazuya, et al.
Publicado: (2026)

Self-Relaxed Joint Training: Sample Selection for Severity Estimation with Ordinal Noisy Labels
por: Takezaki, Shumpei, et al.
Publicado: (2024)

Inverse Scene Text Removal
por: Yoshimatsu, Takumi, et al.
Publicado: (2025)

Learning from Partial Label Proportions for Whole Slide Image Segmentation
por: Matsuo, Shinnosuke, et al.
Publicado: (2024)

Domain Adaptation for Ulcerative Colitis Severity Estimation Using Patient-Level Diagnoses
por: Yamaguchi, Takamasa, et al.
Publicado: (2025)

Cell Tracking in C. elegans with Cell Position Heatmap-Based Alignment and Pairwise Detection
por: Shiku, Kaito, et al.
Publicado: (2024)

Learning Relative Gene Expression Trends from Pathology Images in Spatial Transcriptomics
por: Nishimura, Kazuya, et al.
Publicado: (2025)

Instance-wise Supervision-level Optimization in Active Learning
por: Matsuo, Shinnosuke, et al.
Publicado: (2025)

Font Style Interpolation with Diffusion Models
por: Kondo, Tetta, et al.
Publicado: (2024)

Few-Part-Shot Font Generation
por: Akiba, Masaki, et al.
Publicado: (2025)

Hypernetwork-Based Adaptive Aggregation for Multimodal Multiple-Instance Learning in Predicting Coronary Calcium Debulking
por: Shiku, Kaito, et al.
Publicado: (2026)

Adaptive Pseudo Label Selection for Individual Unlabeled Data by Positive and Unlabeled Learning
por: Yamane, Takehiro, et al.
Publicado: (2025)

Ambiguous Medical Image Segmentation Using Diffusion Schrödinger Bridge
por: Baru, Lalith Bharadwaj, et al.
Publicado: (2025)

Deep Bayesian Active Learning-to-Rank with Relative Annotation for Estimation of Ulcerative Colitis Severity
por: Kadota, Takeaki, et al.
Publicado: (2024)

Insight Any Instance: Promptable Instance Segmentation for Remote Sensing Images
por: Li, Xuexue
Publicado: (2024)

Leveraging Spatial Transcriptomics as Alternative to Manual Annotations for Deep Learning-Based Nuclei Analysis
por: Nishimura, Kazuya, et al.
Publicado: (2026)

Counting Network for Learning from Majority Label
por: Shiku, Kaito, et al.
Publicado: (2024)

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

Synthetic Instance Segmentation from Semantic Image Segmentation Masks
por: Shen, Yuchen, et al.
Publicado: (2023)

Learning to Aggregate Multi-Scale Context for Instance Segmentation in Remote Sensing Images
por: Liu, Ye, et al.
Publicado: (2021)

Instance Brownian Bridge as Texts for Open-vocabulary Video Instance Segmentation
por: Cheng, Zesen, et al.
Publicado: (2024)

Leveraging Vision-Language Models as Weak Annotators in Active Learning
por: Nguyen, Phuong Ngoc, et al.
Publicado: (2026)

Deep Spectral Improvement for Unsupervised Image Instance Segmentation
por: Arefi, Farnoosh, et al.
Publicado: (2024)

Image-Conditioned Instance Prompt Network for Referring Remote Sensing Image Segmentation
por: Ren, Biaoyu, et al.
Publicado: (2026)

Unpaired Image-to-Image Translation via Neural Schrödinger Bridge
por: Kim, Beomsu, et al.
Publicado: (2023)

SegVGGT: Joint 3D Reconstruction and Instance Segmentation from Multi-View Images
por: Qu, Jinyuan, et al.
Publicado: (2026)

Cell Instance Segmentation: The Devil Is in the Boundaries
por: Liang, Peixian, et al.
Publicado: (2025)

Ordinal Multiple-instance Learning for Ulcerative Colitis Severity Estimation with Selective Aggregated Transformer
por: Shiku, Kaito, et al.
Publicado: (2024)