Methods › Computer Vision › Convolutional Neural Networks › GoogLeNet
GoogLeNet
Introduced by Christian Szegedy et al. in Going Deeper with Convolutions
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
GoogLeNet is a type of convolutional neural network based on the Inception architecture. It utilises Inception modules, which allow the network to choose between multiple convolutional filter sizes in each block. An Inception network stacks these modules on top of each other, with occasional max-pooling layers with stride 2 to halve the resolution of the grid.
Papers archive 2025-07-28
30 shown of 122, 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.
-
MF2Summ: Multimodal Fusion for Video Summarization with Temporal Alignment 12 Jun 2025 · 0 repositories · arXiv:2506.10430
-
A Deep Learning-Driven Inhalation Injury Grading Assistant Using Bronchoscopy Images 13 May 2025 · 0 repositories · arXiv:2505.08517
-
DNA Origami Nanostructures Observed in Transmission Electron Microscopy Images can be Characterized through Convolutional Neural Networks 13 Mar 2025 · 1 repository · arXiv:2503.10950
-
RURANET++: An Unsupervised Learning Method for Diabetic Macular Edema Based on SCSE Attention Mechanisms and Dynamic Multi-Projection Head Clustering 27 Feb 2025 · 0 repositories · arXiv:2502.20224
-
Multi-classification of High-Frequency Oscillations Using iEEG Signals and Deep Learning Models 22 Dec 2024 · 0 repositories · arXiv:2412.17145
-
A Hybrid Approach for COVID-19 Detection: Combining Wasserstein GAN with Transfer Learning 10 Nov 2024 · 0 repositories · arXiv:2411.06397
-
QIANets: Quantum-Integrated Adaptive Networks for Reduced Latency and Improved Inference Times in CNN Models 14 Oct 2024 · 1 repository · arXiv:2410.10318Syntology ran 4 of 5 samples · 1 unverified
-
Investigating the Effect of Network Pruning on Performance and Interpretability 29 Sep 2024 · 1 repository · arXiv:2409.19727
-
Evaluating Deep Learning Models for Breast Cancer Classification: A Comparative Study 29 Aug 2024 · 2 repositories · arXiv:2408.16859
-
Side-Channel Analysis of OpenVINO-based Neural Network Models 23 Jul 2024 · 0 repositories · arXiv:2407.16467
-
Deepfake Audio Detection Using Spectrogram-based Feature and Ensemble of Deep Learning Models 1 Jul 2024 · 0 repositories · arXiv:2407.01777
-
Research on fusing topological data analysis with convolutional neural network 19 Jun 2024 · 0 repositories · arXiv:2407.09518
-
CSTA: CNN-based Spatiotemporal Attention for Video Summarization 20 May 2024 · 1 repository · arXiv:2405.11905Syntology ran 7 of 8 samples · 1 unverified
-
Mental Stress Detection: Development and Evaluation of a Wearable In-Ear Plethysmography 12 Apr 2024 · 0 repositories · arXiv:2404.08212
-
Multi-horizon short-term load forecasting using hybrid of LSTM and modified split convolution 15 Aug 2023 · 1 repository
-
Convolutional neural networks for Alzheimer’s disease detection on MRI images 29 Apr 2021 · 1 repository
-
A Framework for Fast Scalable BNN Inference using Googlenet and Transfer Learning 4 Jan 2021 · 0 repositories · arXiv:2101.00793
-
Exploring the Security Boundary of Data Reconstruction via Neuron Exclusivity Analysis 26 Oct 2020 · 0 repositories · arXiv:2010.13356
-
Automatic Breast Lesion Classification by Joint Neural Analysis of Mammography and Ultrasound 23 Sep 2020 · 0 repositories · arXiv:2009.11009
-
From Sound Representation to Model Robustness 27 Jul 2020 · 0 repositories · arXiv:2007.13703
-
Finding Non-Uniform Quantization Schemes using Multi-Task Gaussian Processes 15 Jul 2020 · 1 repository · arXiv:2007.07743
-
Are there any 'object detectors' in the hidden layers of CNNs trained to identify objects or scenes? 2 Jul 2020 · 1 repository · arXiv:2007.01062Syntology ran 2 of 2 samples · 0 unverified
-
Causal Explanations of Image Misclassifications 28 Jun 2020 · 0 repositories · arXiv:2006.15739
-
The shape and simplicity biases of adversarially robust ImageNet-trained CNNs 16 Jun 2020 · 1 repository · arXiv:2006.09373Syntology ran 0 of 1 samples · 1 unverified · 1 pointer-only (licence)
-
Multi-Precision Policy Enforced Training (MuPPET): A precision-switching strategy for quantised fixed-point training of CNNs 16 Jun 2020 · 0 repositories · arXiv:2006.09049
-
Real-time Universal Style Transfer on High-resolution Images via Zero-channel Pruning 16 Jun 2020 · 0 repositories · arXiv:2006.09029
-
Brief Announcement: On the Limits of Parallelizing Convolutional Neural Networks on GPUs 28 May 2020 · 0 repositories · arXiv:2005.13823
-
Detection of Covid-19 From Chest X-ray Images Using Artificial Intelligence: An Early Review 11 Apr 2020 · 0 repositories · arXiv:2004.05436
-
Skin Diseases Detection using LBP and WLD- An Ensembling Approach 8 Apr 2020 · 0 repositories · arXiv:2004.04122
-
Within the Lack of COVID-19 Benchmark Dataset: A Novel GAN with Deep Transfer Learning for Corona-virus Detection in Chest X-ray Images 7 Apr 2020 · 0 repositories
Tasks archive 2025-07-28
20 shown of 140 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