Methods › Computer Vision › Backbone Architectures › ConvNeXt

ConvNeXt

165 papers tagged archive 2025-07-28

Introduced by Zhuang Liu et al. in A ConvNet for the 2020s

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

Papers archive 2025-07-28

30 shown of 165, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• SpaRTAN: Spatial Reinforcement Token-based Aggregation Network for Visual Recognition
  15 Jul 2025 · 1 repository · arXiv:2507.10999
• Comparison of ConvNeXt and Vision-Language Models for Breast Density Assessment in Screening Mammography
  16 Jun 2025 · 0 repositories · arXiv:2506.13964
• Beyond Overconfidence: Foundation Models Redefine Calibration in Deep Neural Networks
  11 Jun 2025 · 0 repositories · arXiv:2506.09593
• RGC-Bent: A Novel Dataset for Bent Radio Galaxy Classification
  25 May 2025 · 1 repository · arXiv:2505.19249
• Deep Learning for Breast Cancer Detection: Comparative Analysis of ConvNeXT and EfficientNet
  24 May 2025 · 0 repositories · arXiv:2505.18725
• Achieving 3D Attention via Triplet Squeeze and Excitation Block
  9 May 2025 · 0 repositories · arXiv:2505.05943
• Foundation Models For Seismic Data Processing: An Extensive Review
  31 Mar 2025 · 1 repository · arXiv:2503.24166
• SupertonicTTS: Towards Highly Scalable and Efficient Text-to-Speech System
  29 Mar 2025 · 0 repositories · arXiv:2503.23108
• Contrasting Low and High-Resolution Features for HER2 Scoring using Deep Learning
  28 Mar 2025 · 0 repositories · arXiv:2503.22069
• Surg-3M: A Dataset and Foundation Model for Perception in Surgical Settings
  25 Mar 2025 · 1 repository · arXiv:2503.19740
• Frequency Dynamic Convolution for Dense Image Prediction
  24 Mar 2025 · 1 repository · arXiv:2503.18783
  Syntology ran 0 of 2 samples · 2 unverified
• Solution for 8th Competition on Affective & Behavior Analysis in-the-wild
  14 Mar 2025 · 0 repositories · arXiv:2503.11115
• Unsupervised Waste Classification By Dual-Encoder Contrastive Learning and Multi-Clustering Voting (DECMCV)
  4 Mar 2025 · 0 repositories · arXiv:2503.02241
• CAE-Net: Generalized Deepfake Image Detection using Convolution and Attention Mechanisms with Spatial and Frequency Domain Features
  15 Feb 2025 · 0 repositories · arXiv:2502.10682
• AI-Driven Solutions for Falcon Disease Classification: Concatenated ConvNeXt cum EfficientNet AI Model Approach
  7 Feb 2025 · 0 repositories · arXiv:2502.04682
• DCFormer: Efficient 3D Vision-Language Modeling with Decomposed Convolutions
  7 Feb 2025 · 0 repositories · arXiv:2502.05091
• A Retrospective Systematic Study on Hierarchical Sparse Query Transformer-assisted Ultrasound Screening for Early Hepatocellular Carcinoma
  6 Feb 2025 · 1 repository · arXiv:2502.03772
• Polynomial, trigonometric, and tropical activations
  3 Feb 2025 · 1 repository · arXiv:2502.01247
• iFormer: Integrating ConvNet and Transformer for Mobile Application
  26 Jan 2025 · 1 repository · arXiv:2501.15369
  Syntology ran 5 of 10 samples · 5 unverified · 1 pointer-only (licence)
• Enhancing kelp forest detection in remote sensing images using crowdsourced labels with Mixed Vision Transformers and ConvNeXt segmentation models
  23 Jan 2025 · 1 repository · arXiv:2501.14001
• A CNN-Transformer for Classification of Longitudinal 3D MRI Images -- A Case Study on Hepatocellular Carcinoma Prediction
  18 Jan 2025 · 1 repository · arXiv:2501.10733
• Detection of Vascular Leukoencephalopathy in CT Images
  16 Jan 2025 · 0 repositories · arXiv:2501.09863
• EmoNeXt: an Adapted ConvNeXt for Facial Emotion Recognition
  14 Jan 2025 · 1 repository · arXiv:2501.08199
• Improving Pain Classification using Spatio-Temporal Deep Learning Approaches with Facial Expressions
  12 Jan 2025 · 0 repositories · arXiv:2501.06787
• nnY-Net: Swin-NeXt with Cross-Attention for 3D Medical Images Segmentation
  2 Jan 2025 · 0 repositories · arXiv:2501.01406
• A novel deep learning approach for facial emotion recognition: application to detecting emotional responses in elderly individuals with Alzheimer’s disease
  30 Dec 2024 · 1 repository
• Data-driven tool wear prediction in milling, based on a process-integrated single-sensor approach
  27 Dec 2024 · 0 repositories · arXiv:2412.19950
• Watertox: The Art of Simplicity in Universal Attacks A Cross-Model Framework for Robust Adversarial Generation
  20 Dec 2024 · 0 repositories · arXiv:2412.15924
• Samudra: An AI Global Ocean Emulator for Climate
  5 Dec 2024 · 1 repository · arXiv:2412.03795
  Syntology ran 0 of 10 samples · 10 unverified
• ArtBrain: An Explainable end-to-end Toolkit for Classification and Attribution of AI-Generated Art and Style
  2 Dec 2024 · 1 repository · arXiv:2412.01512

Tasks archive 2025-07-28

20 shown of 174 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections