Cover Image

Scalable Whole Slide Image Representation Using K-Mean Clustering and Fisher Vector Aggregation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gupta, Ravi Kant, Das, Shounak, Sekhar, Ardhendu, Sethi, Amit
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Clustered Patch Embeddings for Permutation-Invariant Classification of Whole Slide Images
by: Gupta, Ravi Kant, et al.
Published: (2024)

Efficient Whole Slide Image Classification through Fisher Vector Representation
by: Gupta, Ravi Kant, et al.
Published: (2024)

Few-Shot Histopathology Image Classification: Evaluating State-of-the-Art Methods and Unveiling Performance Insights
by: Sekhar, Ardhendu, et al.
Published: (2024)

IDAL: Improved Domain Adaptive Learning for Natural Images Dataset
by: Gupta, Ravi Kant, et al.
Published: (2025)

Survival Modeling from Whole Slide Images via Patch-Level Graph Clustering and Mixture Density Experts
by: Sekhar, Ardhendu, et al.
Published: (2025)

Spatially-Aware Mixture of Experts with Log-Logistic Survival Modeling for Whole-Slide Images
by: Sekhar, Ardhendu, et al.
Published: (2025)

Cross-Domain Evaluation of Few-Shot Classification Models: Natural Images vs. Histopathological Images
by: Sekhar, Ardhendu, et al.
Published: (2024)

BiPrompt: Bilateral Prompt Optimization for Visual and Textual Debiasing in Vision-Language Models
by: Gupta, Sunny, et al.
Published: (2026)

IFSENet : Harnessing Sparse Iterations for Interactive Few-shot Segmentation Excellence
by: Chandgothia, Shreyas, et al.
Published: (2024)

HER2 and FISH Status Prediction in Breast Biopsy H&E-Stained Images Using Deep Learning
by: Sekhar, Ardhendu, et al.
Published: (2024)

Predicting Genetic Mutations from Single-Cell Bone Marrow Images in Acute Myeloid Leukemia Using Noise-Robust Deep Learning Models
by: Jain, Garima, et al.
Published: (2025)

Agent Aggregator with Mask Denoise Mechanism for Histopathology Whole Slide Image Analysis
by: Ling, Xitong, et al.
Published: (2024)

Advancing Gene Selection in Oncology: A Fusion of Deep Learning and Sparsity for Precision Gene Selection
by: Krishna, Akhila, et al.
Published: (2024)

DiffMorph: Text-less Image Morphing with Diffusion Models
by: Chatterjee, Shounak
Published: (2024)

Towards Label-Free Single-Cell Phenotyping Using Multi-Task Learning
by: Nazir, Saqib, et al.
Published: (2026)

PTCMIL: Multiple Instance Learning via Prompt Token Clustering for Whole Slide Image Analysis
by: Zhao, Beidi, et al.
Published: (2025)

Finding Regions of Interest in Whole Slide Images Using Multiple Instance Learning
by: Afonso, Martim, et al.
Published: (2024)

FisherMask: Enhancing Neural Network Labeling Efficiency in Image Classification Using Fisher Information
by: Gul, Shreen, et al.
Published: (2024)

Semantic Segmentation Based Quality Control of Histopathology Whole Slide Images
by: Patil, Abhijeet, et al.
Published: (2024)

Geometry-Aware State Space Model: A New Paradigm for Whole-Slide Image Representation
by: Chai, Enhui, et al.
Published: (2026)

Hypergraph Mamba for Efficient Whole Slide Image Understanding
by: Lu, Jiaxuan, et al.
Published: (2025)

Multiple Instance Learning for Glioma Diagnosis using Hematoxylin and Eosin Whole Slide Images: An Indian Cohort Study
by: Chauhan, Ekansh, et al.
Published: (2024)

SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding
by: Chen, Ying, et al.
Published: (2024)

Self-Contrastive Weakly Supervised Learning Framework for Prognostic Prediction Using Whole Slide Images
by: Fuster, Saul, et al.
Published: (2024)

Classification and Morphological Analysis of DLBCL Subtypes in H\&E-Stained Slides
by: Gupta, Ravi Kant, et al.
Published: (2024)

Efficient Quality Control of Whole Slide Pathology Images with Human-in-the-loop Training
by: Patil, Abhijeet, et al.
Published: (2024)

Real Time Offside Detection using a Single Camera in Soccer
by: Desai, Shounak
Published: (2025)

Cross-Modality Learning for Predicting IHC Biomarkers from H&E-Stained Whole-Slide Images
by: Das, Amit, et al.
Published: (2025)

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis
by: Buzzard, Zak, et al.
Published: (2024)

TAKT: Target-Aware Knowledge Transfer for Whole Slide Image Classification
by: Xiong, Conghao, et al.
Published: (2023)

Deep Learning for Classification of Inflammatory Bowel Disease Activity in Whole Slide Images of Colonic Histopathology
by: Das, Amit, et al.
Published: (2024)

LSP-DETR: Efficient and Scalable Nuclei Segmentation in Whole Slide Images
by: Pekár, Matěj, et al.
Published: (2026)

Enhancing Whole Slide Image Classification through Supervised Contrastive Domain Adaptation
by: Carretero, Ilán, et al.
Published: (2024)

WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering
by: Chen, Pingyi, et al.
Published: (2024)

GRASP: GRAph-Structured Pyramidal Whole Slide Image Representation
by: Mirabadi, Ali Khajegili, et al.
Published: (2024)

Cluster-Level Sparse Multi-Instance Learning for Whole-Slide Images
by: Zhang, Yuedi, et al.
Published: (2025)

GCE-MIL: Faithful and Recoverable Evidence for Multiple Instance Learning in Whole-Slide Imaging
by: Li, Xiangyu, et al.
Published: (2026)

MambaBack: Bridging Local Features and Global Contexts in Whole Slide Image Analysis
by: Chen, Sicheng, et al.
Published: (2026)

CARMIL: Context-Aware Regularization on Multiple Instance Learning models for Whole Slide Images
by: Saada, Thiziri Nait, et al.
Published: (2024)

Exploiting Low-Dimensional Manifold of Features for Few-Shot Whole Slide Image Classification
by: Xiong, Conghao, et al.
Published: (2025)