Cover Image

CoAtNeXt:An Attention-Enhanced ConvNeXtV2-Transformer Hybrid Model for Gastric Tissue Classification

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yurdakul, Mustafa, Tasdemir, Sakir
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

EmoNeXt: an Adapted ConvNeXt for Facial Emotion Recognition
by: Boudouri, Yassine El, et al.
Published: (2025)

MRI-Based Brain Tumor Detection through an Explainable EfficientNetV2 and MLP-Mixer-Attention Architecture
by: Yurdakul, Mustafa, et al.
Published: (2025)

InceptionNeXt: When Inception Meets ConvNeXt
by: Yu, Weihao, et al.
Published: (2023)

An Enhanced YOLOv8 Model for Real-Time and Accurate Pothole Detection and Measurement
by: Yurdakul, Mustafa, et al.
Published: (2025)

Deep Learning-Based Rock Particulate Classification Using Attention-Enhanced ConvNeXt
by: Amankwah, Anthony, et al.
Published: (2025)

Ensemble of radiomics and ConvNeXt for breast cancer diagnosis
by: Garza-Abdala, Jorge Alberto, et al.
Published: (2026)

Reviving ConvNeXt for Efficient Convolutional Diffusion Models
by: Kwon, Taesung, et al.
Published: (2026)

Multi-encoder ConvNeXt Network with Smooth Attentional Feature Fusion for Multispectral Semantic Segmentation
by: Ramos, Leo Thomas, et al.
Published: (2026)

MaxGlaViT: A novel lightweight vision transformer-based approach for early diagnosis of glaucoma stages from fundus images
by: Yurdakul, Mustafa, et al.
Published: (2025)

EVCC: Enhanced Vision Transformer-ConvNeXt-CoAtNet Fusion for Classification
by: Hasan, Kazi Reyazul, et al.
Published: (2025)

E-ConvNeXt: A Lightweight and Efficient ConvNeXt Variant with Cross-Stage Partial Connections
by: Wang, Fang, et al.
Published: (2025)

TransNeXt: Robust Foveal Visual Perception for Vision Transformers
by: Shi, Dai
Published: (2023)

A Mobile Application for Flower Recognition System Based on Convolutional Neural Networks
by: Yurdakul, Mustafa, et al.
Published: (2026)

Triple-Stream Deep Feature Selection with Metaheuristic Optimization and Machine Learning for Multi-Stage Hypertensive Retinopathy Diagnosis
by: Suyun, Suleyman Burcin, et al.
Published: (2025)

Integrating ConvNeXt and Vision Transformers for Enhancing Facial Age Estimation
by: Maroun, Gaby, et al.
Published: (2025)

Enhancing kelp forest detection in remote sensing images using crowdsourced labels with Mixed Vision Transformers and ConvNeXt segmentation models
by: Nasios, Ioannis
Published: (2025)

MambaNeXt-YOLO: A Hybrid State Space Model for Real-time Object Detection
by: Lei, Xiaochun, et al.
Published: (2025)

ConvNeXt with Histopathology-Specific Augmentations for Mitotic Figure Classification
by: Feki, Hana, et al.
Published: (2025)

GANeXt: A Fully ConvNeXt-Enhanced Generative Adversarial Network for MRI- and CBCT-to-CT Synthesis
by: Mei, Siyuan, et al.
Published: (2025)

FourCastNeXt: Optimizing FourCastNet Training for Limited Compute
by: Guo, Edison, et al.
Published: (2024)

MedNeXt-v2: Scaling 3D ConvNeXts for Large-Scale Supervised Representation Learning in Medical Image Segmentation
by: Roy, Saikat, et al.
Published: (2025)

LiteNeXt: A Novel Lightweight ConvMixer-based Model with Self-embedding Representation Parallel for Medical Image Segmentation
by: Tran, Ngoc-Du, et al.
Published: (2024)

Ensemble of ConvNeXt V2 and MaxViT for Long-Tailed CXR Classification with View-Based Aggregation
by: Yamagishi, Yosuke, et al.
Published: (2024)

Breaking Through the Haze: An Advanced Non-Homogeneous Dehazing Method based on Fast Fourier Convolution and ConvNeXt
by: Zhou, Han, et al.
Published: (2023)

Automated Classification of Normal and Atypical Mitotic Figures Using ConvNeXt V2: MIDOG 2025 Track 2
by: Yamagishi, Yosuke, et al.
Published: (2025)

A Hybrid ConvNeXt-EfficientNet AI Solution for Precise Falcon Disease Detection
by: Panthakkan, Alavikunhu, et al.
Published: (2025)

MedNet-PVS: A MedNeXt-Based Deep Learning Model for Automated Segmentation of Perivascular Spaces
by: Low, Zhen Xuen Brandon, et al.
Published: (2025)

Slimmable ConvNeXt: Width-Adaptive Inference for Efficient Multi-Device Deployment
by: Haberer, Janek, et al.
Published: (2026)

MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation
by: Roy, Saikat, et al.
Published: (2023)

StrokeNeXt: A Siamese-encoder Approach for Brain Stroke Classification in Computed Tomography Imagery
by: Ramos, Leo Thomas, et al.
Published: (2026)

EMedNeXt: An Enhanced Brain Tumor Segmentation Framework for Sub-Saharan Africa using MedNeXt V2 with Deep Supervision
by: Jaheen, Ahmed, et al.
Published: (2025)

AI-Driven Solutions for Falcon Disease Classification: Concatenated ConvNeXt cum EfficientNet AI Model Approach
by: Panthakkan, Alavikunhu, et al.
Published: (2025)

An Efficient Medical Image Classification Method Based on a Lightweight Improved ConvNeXt-Tiny Architecture
by: Xia, Jingsong, et al.
Published: (2025)

Deep Learning for Oral Health: Benchmarking ViT, DeiT, BEiT, ConvNeXt, and Swin Transformer
by: George, Ajo Babu, et al.
Published: (2025)

DragNeXt: Rethinking Drag-Based Image Editing
by: Zhou, Yuan, et al.
Published: (2025)

MicroCrackAttentionNeXt: Advancing Microcrack Detection in Wave Field Analysis Using Deep Neural Networks through Feature Visualization
by: Moreh, Fatahlla, et al.
Published: (2024)

A Novel Multi-branch ConvNeXt Architecture for Identifying Subtle Pathological Features in CT Scans
by: Perera, Irash, et al.
Published: (2025)

VLANeXt: Recipes for Building Strong VLA Models
by: Wu, Xiao-Ming, et al.
Published: (2026)

ControlNeXt: Powerful and Efficient Control for Image and Video Generation
by: Peng, Bohao, et al.
Published: (2024)

A Novel Public Dataset for Strawberry (Fragaria x ananassa) Ripeness Detection and Comparative Evaluation of YOLO-Based Models
by: Yurdakul, Mustafa, et al.
Published: (2026)