Methods › Computer Vision › Convolutional Neural Networks › RepVGG

RepVGG

13 papers tagged archive 2025-07-28

Introduced by Xiaohan Ding et al. in RepVGG: Making VGG-style ConvNets Great Again

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

RepVGG is a VGG-style convolutional architecture. It has the following advantages:

The model has a VGG-like plain (a.k.a. feed-forward) topology 1 without any branches. I.e., every layer takes the output of its only preceding layer as input and feeds the output into its only following layer.
The model’s body uses only 3 × 3 conv and ReLU.
The concrete architecture (including the specific depth and layer widths) is instantiated with no automatic search, manual refinement, compound scaling, nor other heavy designs.

Papers archive 2025-07-28

13 shown of 13, 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.

On the Vulnerability of Skip Connections to Model Inversion Attacks
3 Sep 2024 · 0 repositories · arXiv:2409.01696
Oracle Bone Script Similiar Character Screening Approach Based on Simsiam Contrastive Learning and Supervised Learning
13 Aug 2024 · 0 repositories · arXiv:2408.06811
RepVGG-GELAN: Enhanced GELAN with VGG-STYLE ConvNets for Brain Tumour Detection
6 May 2024 · 1 repository · arXiv:2405.03541
Outlier-Aware Training for Low-Bit Quantization of Structural Re-Parameterized Networks
11 Feb 2024 · 0 repositories · arXiv:2402.07200
NeRCC: Nested-Regression Coded Computing for Resilient Distributed Prediction Serving Systems
6 Feb 2024 · 0 repositories · arXiv:2402.04377
Detection of Small Targets in Sea Clutter Based on RepVGG and Continuous Wavelet Transform
14 Nov 2023 · 0 repositories · arXiv:2311.07912
UNISOUND System for VoxCeleb Speaker Recognition Challenge 2023
24 Aug 2023 · 0 repositories · arXiv:2308.12526
A region and category confidence-based multi-task network for carotid ultrasound image segmentation and classification
2 Jul 2023 · 0 repositories · arXiv:2307.00583
Make RepVGG Greater Again: A Quantization-aware Approach
3 Dec 2022 · 2 repositories · arXiv:2212.01593
Artificial Intelligence for Automatic Detection and Classification Disease on the X-Ray Images
14 Nov 2022 · 0 repositories · arXiv:2211.08244
RMNet: Equivalently Removing Residual Connection from Networks
1 Nov 2021 · 1 repository · arXiv:2111.00687
Fast query-by-example speech search using separable model
18 Sep 2021 · 0 repositories · arXiv:2109.08870
RepVGG: Making VGG-style ConvNets Great Again
11 Jan 2021 · 25 repositories · arXiv:2101.03697

Syntology ran 13 of 16 samples · 3 unverified · 6 pointer-only (licence)

Tasks archive 2025-07-28

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

Task	Papers
Semantic Segmentation	3
GPU	2
Quantization	2
Classification	1
Computational Efficiency	1
Contrastive Learning	1
Deep Learning	1
Diagnostic	1
Image Classification	1
Image Segmentation	1
Multi-Task Learning	1
Network Pruning	1
Object Detection	1
Segmentation	1
Speaker Recognition	1
Word Embeddings	1
object-detection	1
regression	1

Usage over time archive 2025-07-28

Papers per year the archive tags with this method, by the paper's archive date (13 dated). Bars are counts, not a trend claim.

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

Convolutional Neural Networks

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