Methods › Computer Vision › Convolutional Neural Networks › VGG-19

Visual Geometry Group 19 Layer CNN

VGG-19

87 papers tagged archive 2025-07-28

Introduced by Karen Simonyan et al. in Very Deep Convolutional Networks for Large-Scale Image Recognition

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 87, 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.

• Swin Transformer for Robust CGI Images Detection: Intra- and Inter-Dataset Analysis across Multiple Color Spaces
  22 May 2025 · 0 repositories · arXiv:2505.16253
• Deep Learning Enabled Segmentation, Classification and Risk Assessment of Cervical Cancer
  21 May 2025 · 0 repositories · arXiv:2505.15505
• Hyperflows: Pruning Reveals the Importance of Weights
  6 Apr 2025 · 0 repositories · arXiv:2504.05349
• Performance Evaluation of Image Enhancement Techniques on Transfer Learning for Touchless Fingerprint Recognition
  7 Feb 2025 · 0 repositories · arXiv:2502.04680
• A method for estimating forest carbon storage distribution density via artificial intelligence generated content model
  2 Feb 2025 · 0 repositories · arXiv:2502.00783
• Three Laws of Statistical Linguistics Emerging in images
  26 Jan 2025 · 0 repositories · arXiv:2501.18620
• Comprehensive and Comparative Analysis between Transfer Learning and Custom Built VGG and CNN-SVM Models for Wildfire Detection
  12 Nov 2024 · 0 repositories · arXiv:2411.08171
• FGGP: Fixed-Rate Gradient-First Gradual Pruning
  8 Nov 2024 · 0 repositories · arXiv:2411.05500
• Transforming Precision: A Comparative Analysis of Vision Transformers, CNNs, and Traditional ML for Knee Osteoarthritis Severity Diagnosis
  26 Oct 2024 · 0 repositories · arXiv:2410.20062
• Image Classification for Snow Detection to Improve Pedestrian Safety
  30 Jun 2024 · 0 repositories · arXiv:2407.00818
• Evaluating Adversarial Robustness: A Comparison Of FGSM, Carlini-Wagner Attacks, And The Role of Distillation as Defense Mechanism
  5 Apr 2024 · 0 repositories · arXiv:2404.04245
• A Deep Learning Architectures for Kidney Disease Classification
  23 Mar 2024 · 0 repositories · arXiv:2403.15895
• Toward Robust Canine Cardiac Diagnosis: Deep Prototype Alignment Network-Based Few-Shot Segmentation in Veterinary Medicine
  11 Mar 2024 · 0 repositories · arXiv:2403.06471
• Double-Dip: Thwarting Label-Only Membership Inference Attacks with Transfer Learning and Randomization
  2 Feb 2024 · 0 repositories · arXiv:2402.01114
• MP-SL: Multihop Parallel Split Learning
  31 Jan 2024 · 1 repository · arXiv:2402.00208
• Unveiling the Human-like Similarities of Automatic Facial Expression Recognition: An Empirical Exploration through Explainable AI
  22 Jan 2024 · 1 repository · arXiv:2401.11835
• RS-DGC: Exploring Neighborhood Statistics for Dynamic Gradient Compression on Remote Sensing Image Interpretation
  29 Dec 2023 · 0 repositories · arXiv:2312.17530
• Label Poisoning is All You Need
  29 Oct 2023 · 1 repository · arXiv:2310.18933
  Syntology ran 6 of 10 samples · 4 unverified
• Streamlining Brain Tumor Classification with Custom Transfer Learning in MRI Images
  19 Oct 2023 · 0 repositories · arXiv:2310.13108
• Portrait Stylization: Artistic Style Transfer with Auxiliary Networks for Human Face Stylization
  23 Sep 2023 · 1 repository · arXiv:2309.13492
• Evaluating the Reliability of CNN Models on Classifying Traffic and Road Signs using LIME
  11 Sep 2023 · 0 repositories · arXiv:2309.05747
• An Estimator for the Sensitivity to Perturbations of Deep Neural Networks
  24 Jul 2023 · 0 repositories · arXiv:2307.12679
• Deep Learning-based Estimation for Multitarget Radar Detection
  5 May 2023 · 0 repositories · arXiv:2305.05621
• Now You See Me: Robust approach to Partial Occlusions
  24 Apr 2023 · 0 repositories · arXiv:2304.11779
• Detection of COVID19 in Chest X-Ray Images Using Transfer Learning
  9 Apr 2023 · 0 repositories · arXiv:2304.04161
• A Desynchronization-Based Countermeasure Against Side-Channel Analysis of Neural Networks
  25 Mar 2023 · 0 repositories · arXiv:2303.18132
• A novel facial emotion recognition model using segmentation VGG-19 architecture
  24 Mar 2023 · 1 repository
• A Comparative Analysis of CNN-Based Pretrained Models for the Detection and Prediction of Monkeypox
  20 Jan 2023 · 0 repositories · arXiv:2302.10277
• Reduced Deep Convolutional Activation Features (R-DeCAF) in Histopathology Images to Improve the Classification Performance for Breast Cancer Diagnosis
  5 Jan 2023 · 0 repositories · arXiv:2301.01931
• Towards Transferable Targeted Adversarial Examples
  1 Jan 2023 · 1 repository

Tasks archive 2025-07-28

20 shown of 96 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