:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Fang, Guanwen, Zhu, Shiwei, Xu, Jun, Lu, Shiying, Zhou, Chichun, Dai, Yao, Lin, Zesen, Kong, Xu
Format:	Preprint
Published:	2025
Subjects:	Astrophysics of Galaxies
Online Access:	https://arxiv.org/abs/2512.15137
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Dual-coding contrastive learning based on ConvNeXt and ViT models for morphological classification of galaxies in COSMOS-Web
by: Zhu, Shiwei, et al.
Published: (2025)

An efficient unsupervised classification model for galaxy morphology: Voting clustering based on coding from ConvNeXt large model
by: Fang, Guanwen, et al.
Published: (2024)

A robust morphological classification method for galaxies using dual-encoding contrastive learning and multi-clustering voting on JWST/NIRCam images
by: Yin, Xiaolei, et al.
Published: (2025)

Robustness Analysis of USmorph: I. Generalization Efficiency of Unsupervised Strategies and Supervised Learning in Galaxy Morphological Classification
by: Zhu, Shiwei, et al.
Published: (2025)

Preparation for CSST: Star-galaxy Classification using a Rotationally Invariant Supervised Machine Learning Method
by: Zhang, Shiliang, et al.
Published: (2024)

Robustness Analysis of USmorph: II. Optimizing Feature Extraction, Dimensionality Reduction, and Clustering for Unsupervised Galaxy Morphology Classification
by: Fang, Guanwen, et al.
Published: (2026)

Difference Between Half-mass Radius and Half-light Radius of Galaxies at 0.2 $< z <$ 2.5 Revealed by JWST/NIRCam Data
by: Xin, Mingen, et al.
Published: (2026)

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

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

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

Mushroom image classification and recognition based on improved ConvNeXt V2
by: Shulong Zhang, 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)

ConvXformer: Differentially Private Hybrid ConvNeXt-Transformer for Inertial Navigation
by: Tariq, Omer, et al.
Published: (2025)

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

Bubble shape classification in a bubble column based on multi‐input ConvNeXt model
by: Qizhou Kang, et al.
Published: (2025)

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

USmorph: An Updated Framework of Automatic Classification of Galaxy Morphologies and Its Application to Galaxies in the COSMOS Field
by: Song, Jie, et al.
Published: (2024)

A customized ConvNeXt‐XL network with fusion of deep and handcrafted features for colposcopy image classification
by: Thendral Natarajan, et al.
Published: (2024)

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

Nondestructive testing of runny salted egg yolk based on improved ConvNeXt‐T
by: Haoran Chen, et al.
Published: (2024)

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

CNFA: ConvNeXt Fusion Attention Module for Age Recognition of the Tangerine Peel
by: Fuqin Deng, et al.
Published: (2024)

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

SCNet: A Dual‐Branch Network for Strong Noisy Image Denoising Based on Swin Transformer and ConvNeXt
by: Chuchao Lin, et al.
Published: (2025)

Reconsidering the dynamical states of galaxy clusters using PCA and UMAP
by: Haggar, Roan, et al.
Published: (2024)

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

Comparison of ConvNeXt and Vision-Language Models for Breast Density Assessment in Screening Mammography
by: Molina-Román, Yusdivia, et al.
Published: (2025)

WaveNeXt 2: ConvNeXt-Based Fast Neural Vocoders With Residual Denoising and Sub-Modeling for GAN and Diffusion Models
by: Zhou, Wangzixi, et al.
Published: (2026)

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

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

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

A neural network framework based on ConvNeXt for side‐channel hardware Trojan detection
by: Yuchan Gao, 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)

Application of an ECAM‐ConvNeXt Model With Multichannel Spectrogram Based on Vis–NIR for Soil Property Prediction
by: Qinghao Shuai, 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)

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

SW ‐ YOLO : An Optimized YOLOv8 Architecture With ConvNeXt for Real‐Time and Accurate Substation Wiring Inspection
by: Yu Lei, et al.
Published: (2026)

ConvNeXt‐KAN Based Multi‐State EEG Fusion for Adolescent Unipolar Depression and Bipolar Disorder Classification
by: Shuo Yang, et al.
Published: (2026)