MoMA: Momentum Contrastive Learning with Multi-head Attention-based Knowledge Distillation for Histopathology Image Analysis
Fuente:
arXiv
Saved in:
| Main Authors: | Vuong, Trinh Thi Le, Kwak, Jin Tae |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
KongNet: A Multi-headed Deep Learning Model for Detection and Classification of Nuclei in Histopathology Images
by: Lv, Jiaqi, et al.
Published: (2025)
by: Lv, Jiaqi, et al.
Published: (2025)
KDAS: Knowledge Distillation via Attention Supervision Framework for Polyp Segmentation
by: Trinh, Quoc-Huy, et al.
Published: (2023)
by: Trinh, Quoc-Huy, et al.
Published: (2023)
GPC: Generative and General Pathology Image Classifier
by: Nguyen, Anh Tien, et al.
Published: (2024)
by: Nguyen, Anh Tien, et al.
Published: (2024)
Approximate Bilevel Graph Structure Learning for Histopathology Image Classification
by: Paul, Sudipta, et al.
Published: (2025)
by: Paul, Sudipta, et al.
Published: (2025)
Multi-Task Multi-Scale Contrastive Knowledge Distillation for Efficient Medical Image Segmentation
by: Biswas, Risab
Published: (2024)
by: Biswas, Risab
Published: (2024)
Histo-Genomic Knowledge Distillation For Cancer Prognosis From Histopathology Whole Slide Images
by: Wang, Zhikang, et al.
Published: (2024)
by: Wang, Zhikang, et al.
Published: (2024)
Knowledge Distillation for Continual Learning of Biomedical Neural Fields
by: Visser, Wouter, et al.
Published: (2025)
by: Visser, Wouter, et al.
Published: (2025)
Enhancing Adversarial Training with Prior Knowledge Distillation for Robust Image Compression
by: Cao, Zhi, et al.
Published: (2024)
by: Cao, Zhi, et al.
Published: (2024)
Patch Stitching Data Augmentation for Cancer Classification in Pathology Images
by: Wang, Jiamu, et al.
Published: (2025)
by: Wang, Jiamu, et al.
Published: (2025)
NucleiMix: Realistic Data Augmentation for Nuclei Instance Segmentation
by: Wang, Jiamu, et al.
Published: (2024)
by: Wang, Jiamu, et al.
Published: (2024)
Vim4Path: Self-Supervised Vision Mamba for Histopathology Images
by: Nasiri-Sarvi, Ali, et al.
Published: (2024)
by: Nasiri-Sarvi, Ali, et al.
Published: (2024)
KDPhys: An Attention Guided 3D to 2D Knowledge Distillation for Real-time Video-Based Physiological Measurement
by: Sahoo, Nicky Nirlipta, et al.
Published: (2026)
by: Sahoo, Nicky Nirlipta, et al.
Published: (2026)
Sequential Attention-based Sampling for Histopathological Analysis
by: G, Tarun, et al.
Published: (2025)
by: G, Tarun, et al.
Published: (2025)
End-to-end Multi-source Visual Prompt Tuning for Survival Analysis in Whole Slide Images
by: Qiu, Zhongwei, et al.
Published: (2024)
by: Qiu, Zhongwei, et al.
Published: (2024)
DIOR-ViT: Differential Ordinal Learning Vision Transformer for Cancer Classification in Pathology Images
by: Lee, Ju Cheon, et al.
Published: (2024)
by: Lee, Ju Cheon, et al.
Published: (2024)
Distilling Knowledge for Designing Computational Imaging Systems
by: Suarez-Rodriguez, Leon, et al.
Published: (2025)
by: Suarez-Rodriguez, Leon, et al.
Published: (2025)
DCSNet: A Lightweight Knowledge Distillation-Based Model with Explainable AI for Lung Cancer Diagnosis from Histopathological Images
by: Alif, Sadman Sakib, et al.
Published: (2025)
by: Alif, Sadman Sakib, et al.
Published: (2025)
Multiple Teachers-Meticulous Student: A Domain Adaptive Meta-Knowledge Distillation Model for Medical Image Classification
by: Nabavi, Shahabedin, et al.
Published: (2024)
by: Nabavi, Shahabedin, et al.
Published: (2024)
VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis
by: Wu, Linshan, et al.
Published: (2024)
by: Wu, Linshan, et al.
Published: (2024)
CSAKD: Knowledge Distillation with Cross Self-Attention for Hyperspectral and Multispectral Image Fusion
by: Hsu, Chih-Chung, et al.
Published: (2024)
by: Hsu, Chih-Chung, et al.
Published: (2024)
Vision-Inspired Image Quality Assessment for Radar-Based Human Activity Representations
by: Trinh, Huy, et al.
Published: (2026)
by: Trinh, Huy, et al.
Published: (2026)
MTKD: Multi-Teacher Knowledge Distillation for Image Super-Resolution
by: Jiang, Yuxuan, et al.
Published: (2024)
by: Jiang, Yuxuan, et al.
Published: (2024)
Deep Learning-Based Prediction of PET Amyloid Status Using Multi-Contrast MRI
by: Kim, Donghoon, et al.
Published: (2024)
by: Kim, Donghoon, et al.
Published: (2024)
INR meets Multi-Contrast MRI Reconstruction
by: Niessen, Natascha, et al.
Published: (2025)
by: Niessen, Natascha, et al.
Published: (2025)
OSLO-IC: On-the-Sphere Learned Omnidirectional Image Compression with Attention Modules and Spatial Context
by: Wawerek-López, Paul, et al.
Published: (2025)
by: Wawerek-López, Paul, et al.
Published: (2025)
FEFormer: Frequency-enhanced Vision Transformer for Generic Knowledge Extraction and Adaptive Feature Fusion in Volumetric Medical Image Segmentation
by: Yang, Jin, et al.
Published: (2026)
by: Yang, Jin, et al.
Published: (2026)
Low-Light Image Enhancement Using Gamma Learning And Attention-Enabled Encoder-Decoder Networks
by: Debnath, Bibhabasu, et al.
Published: (2025)
by: Debnath, Bibhabasu, et al.
Published: (2025)
Knowledge Distillation for Image Restoration : Simultaneous Learning from Degraded and Clean Images
by: Zhang, Yongheng, et al.
Published: (2025)
by: Zhang, Yongheng, et al.
Published: (2025)
Attack and Defense Analysis of Learned Image Compression
by: Zhu, Tianyu, et al.
Published: (2024)
by: Zhu, Tianyu, et al.
Published: (2024)
Artificial Intelligence in Image-based Cardiovascular Disease Analysis
by: Wang, Xin, et al.
Published: (2024)
by: Wang, Xin, et al.
Published: (2024)
SUSEP-Net: Simulation-Supervised and Contrastive Learning-based Deep Neural Networks for Susceptibility Source Separation
by: Li, Min, et al.
Published: (2025)
by: Li, Min, et al.
Published: (2025)
Dual-Stream Attention Network for Hyperspectral Image Unmixing
by: Wang, Yufang, et al.
Published: (2024)
by: Wang, Yufang, et al.
Published: (2024)
Learning Class Difficulty in Imbalanced Histopathology Segmentation via Dynamic Focal Attention
by: Kumari, Lakmali Nadeesha, et al.
Published: (2026)
by: Kumari, Lakmali Nadeesha, et al.
Published: (2026)
Reducing Histopathology Slide Magnification Improves the Accuracy and Speed of Ovarian Cancer Subtyping
by: Breen, Jack, et al.
Published: (2023)
by: Breen, Jack, et al.
Published: (2023)
Pre-processing and quality control of large clinical CT head datasets for intracranial arterial calcification segmentation
by: Jin, Benjamin, et al.
Published: (2024)
by: Jin, Benjamin, et al.
Published: (2024)
MSFMamba: Multi-Scale Feature Fusion State Space Model for Multi-Source Remote Sensing Image Classification
by: Gao, Feng, et al.
Published: (2024)
by: Gao, Feng, et al.
Published: (2024)
Building Lightweight Semantic Segmentation Models for Aerial Images Using Dual Relation Distillation
by: Li, Minglong, et al.
Published: (2025)
by: Li, Minglong, et al.
Published: (2025)
AI-based Anomaly Detection for Clinical-Grade Histopathological Diagnostics
by: Dippel, Jonas, et al.
Published: (2024)
by: Dippel, Jonas, et al.
Published: (2024)
Efficient Classification of Histopathology Images
by: Nouyed, Mohammad Iqbal, et al.
Published: (2024)
by: Nouyed, Mohammad Iqbal, et al.
Published: (2024)
Combined Channel and Spatial Attention-based Stereo Endoscopic Image Super-Resolution
by: Hayat, Mansoor, et al.
Published: (2023)
by: Hayat, Mansoor, et al.
Published: (2023)
Similar Items
-
KongNet: A Multi-headed Deep Learning Model for Detection and Classification of Nuclei in Histopathology Images
by: Lv, Jiaqi, et al.
Published: (2025) -
KDAS: Knowledge Distillation via Attention Supervision Framework for Polyp Segmentation
by: Trinh, Quoc-Huy, et al.
Published: (2023) -
GPC: Generative and General Pathology Image Classifier
by: Nguyen, Anh Tien, et al.
Published: (2024) -
Approximate Bilevel Graph Structure Learning for Histopathology Image Classification
by: Paul, Sudipta, et al.
Published: (2025) -
Multi-Task Multi-Scale Contrastive Knowledge Distillation for Efficient Medical Image Segmentation
by: Biswas, Risab
Published: (2024)