Cover Image

Expert-Like Reparameterization of Heterogeneous Pyramid Receptive Fields in Efficient CNNs for Fair Medical Image Classification

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wu, Xiao, Zhang, Xiaoqing, Xiao, Zunjie, Hu, Lingxi, Higashita, Risa, Liu, Jiang
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MM-UNet: A Mixed MLP Architecture for Improved Ophthalmic Image Segmentation
by: Xiao, Zunjie, et al.
Published: (2024)

Pathology Context Recalibration Network for Ocular Disease Recognition
by: Xiao, Zunjie, et al.
Published: (2025)

Adaptive Confidence-Wise Loss for Improved Lens Structure Segmentation in AS-OCT
by: Xiao, Zunjie, et al.
Published: (2025)

Pyramid Pixel Context Adaption Network for Medical Image Classification with Supervised Contrastive Learning
by: Zhang, Xiaoqing, et al.
Published: (2023)

Dual-View Pyramid Pooling in Deep Neural Networks for Improved Medical Image Classification and Confidence Calibration
by: Zhang, Xiaoqing, et al.
Published: (2024)

VOIC: Visible-Occluded Integrated Guidance for 3D Semantic Scene Completion
by: Han, Zaidao, et al.
Published: (2025)

HST-MRF: Heterogeneous Swin Transformer with Multi-Receptive Field for Medical Image Segmentation
by: Huang, Xiaofei, et al.
Published: (2023)

Federated CLIP for Resource-Efficient Heterogeneous Medical Image Classification
by: Wu, Yihang, et al.
Published: (2025)

Efficient Pyramid Channel Attention Network for Pathological Myopia Recognition
by: Zhang, Xiaoqing, et al.
Published: (2023)

ReGLA: Efficient Receptive-Field Modeling with Gated Linear Attention Network
by: Li, Junzhou, et al.
Published: (2026)

FwNet-ECA: A Classification Model Enhancing Window Attention with Global Receptive Fields via Fourier Filtering Operations
by: Mian, Shengtian, et al.
Published: (2025)

3D Wavelet Convolutions with Extended Receptive Fields for Hyperspectral Image Classification
by: Li, Guandong, et al.
Published: (2025)

An Efficient Aerial Image Detection with Variable Receptive Fields
by: Wenbin, Liu
Published: (2025)

ACM-UNet: Adaptive Integration of CNNs and Mamba for Efficient Medical Image Segmentation
by: Huang, Jing, et al.
Published: (2025)

iPEAR: Iterative Pyramid Estimation with Attention and Residuals for Deformable Medical Image Registration
by: Wu, Heming, et al.
Published: (2025)

Pyramid Attention Network for Medical Image Registration
by: Wang, Zhuoyuan, et al.
Published: (2024)

Learning Heterogeneous Mixture of Scene Experts for Large-scale Neural Radiance Fields
by: Mi, Zhenxing, et al.
Published: (2025)

Medical Image Registration and Its Application in Retinal Images: A Review
by: Nie, Qiushi, et al.
Published: (2024)

Evaluating the Fairness of Neural Collapse in Medical Image Classification
by: Mouheb, Kaouther, et al.
Published: (2024)

Pyramid Hierarchical Transformer for Hyperspectral Image Classification
by: Ahmad, Muhammad, et al.
Published: (2024)

Efficient Single Image Super-Resolution with Entropy Attention and Receptive Field Augmentation
by: Zhao, Xiaole, et al.
Published: (2024)

Restricted Receptive Fields for Face Verification
by: Ozturk, Kagan, et al.
Published: (2025)

Enhancing Medical Imaging with GANs Synthesizing Realistic Images from Limited Data
by: Feng, Yinqiu, et al.
Published: (2024)

Robust Fairness Vision-Language Learning for Medical Image Analysis
by: Bansal, Sparsh, et al.
Published: (2025)

Pyramid Hierarchical Masked Diffusion Model for Imaging Synthesis
by: Xiao, Xiaojiao, et al.
Published: (2025)

Debiased Noise Editing on Foundation Models for Fair Medical Image Classification
by: Jin, Ruinan, et al.
Published: (2024)

Parameter Efficient Adaptation for Image Restoration with Heterogeneous Mixture-of-Experts
by: Guo, Hang, et al.
Published: (2023)

ERMoE: Eigen-Reparameterized Mixture-of-Experts for Stable Routing and Interpretable Specialization
by: Cheng, Anzhe, et al.
Published: (2025)

BSDA: Bayesian Random Semantic Data Augmentation for Medical Image Classification
by: Zhu, Yaoyao, et al.
Published: (2024)

FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image Analysis
by: Dutt, Raman, et al.
Published: (2023)

Neuron Incidence Redistribution for Fairness in Medical Image Classification
by: Shoby, Abin, et al.
Published: (2026)

FairQuant: Fairness-Aware Mixed-Precision Quantization for Medical Image Classification
by: Woergaard, Thomas, et al.
Published: (2026)

Systematic Integration of Attention Modules into CNNs for Accurate and Generalizable Medical Image Diagnosis
by: Ullah, Zahid, et al.
Published: (2025)

Wavelet Convolutions for Large Receptive Fields
by: Finder, Shahaf E., et al.
Published: (2024)

Evolution-aware VAriance (EVA) Coreset Selection for Medical Image Classification
by: Hong, Yuxin, et al.
Published: (2024)

OA-CNNs: Omni-Adaptive Sparse CNNs for 3D Semantic Segmentation
by: Peng, Bohao, et al.
Published: (2024)

ARFA: An Asymmetric Receptive Field Autoencoder Model for Spatiotemporal Prediction
by: Zhang, Wenxuan, et al.
Published: (2023)

Medical Image Classification with KAN-Integrated Transformers and Dilated Neighborhood Attention
by: Manzari, Omid Nejati, et al.
Published: (2025)

Mixpert: Mitigating Multimodal Learning Conflicts with Efficient Mixture-of-Vision-Experts
by: He, Xin, et al.
Published: (2025)

Global Feature Pyramid Network
by: Xiao, Weilin, et al.
Published: (2023)