Methods › Computer Vision › Image Model Blocks › Inception Module
Inception Module
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.
An Inception Module is an image model block that aims to approximate an optimal local sparse structure in a CNN. Put simply, it allows for us to use multiple types of filter size, instead of being restricted to a single filter size, in a single image block, which we then concatenate and pass onto the next layer.
Papers archive 2025-07-28
30 shown of 206, 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.
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MF2Summ: Multimodal Fusion for Video Summarization with Temporal Alignment 12 Jun 2025 · 0 repositories · arXiv:2506.10430
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A Deep Learning-Driven Inhalation Injury Grading Assistant Using Bronchoscopy Images 13 May 2025 · 0 repositories · arXiv:2505.08517
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MSWAL: 3D Multi-class Segmentation of Whole Abdominal Lesions Dataset 17 Mar 2025 · 1 repository · arXiv:2503.13560
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DNA Origami Nanostructures Observed in Transmission Electron Microscopy Images can be Characterized through Convolutional Neural Networks 13 Mar 2025 · 1 repository · arXiv:2503.10950
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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
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GAMED-Snake: Gradient-aware Adaptive Momentum Evolution Deep Snake Model for Multi-organ Segmentation 22 Jan 2025 · 1 repository · arXiv:2501.12844
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Multi-classification of High-Frequency Oscillations Using iEEG Signals and Deep Learning Models 22 Dec 2024 · 0 repositories · arXiv:2412.17145
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Data Fusion of Semantic and Depth Information in the Context of Object Detection 4 Dec 2024 · 0 repositories · arXiv:2412.03490
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A Hybrid Approach for COVID-19 Detection: Combining Wasserstein GAN with Transfer Learning 10 Nov 2024 · 0 repositories · arXiv:2411.06397
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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
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Investigating the Effect of Network Pruning on Performance and Interpretability 29 Sep 2024 · 1 repository · arXiv:2409.19727
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Evaluating Deep Learning Models for Breast Cancer Classification: A Comparative Study 29 Aug 2024 · 2 repositories · arXiv:2408.16859
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Side-Channel Analysis of OpenVINO-based Neural Network Models 23 Jul 2024 · 0 repositories · arXiv:2407.16467
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Explainable Differential Privacy-Hyperdimensional Computing for Balancing Privacy and Transparency in Additive Manufacturing Monitoring 9 Jul 2024 · 1 repository · arXiv:2407.07066
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A Contrastive Learning Based Convolutional Neural Network for ERP Brain-Computer Interfaces 2 Jul 2024 · 0 repositories · arXiv:2407.04738
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Deepfake Audio Detection Using Spectrogram-based Feature and Ensemble of Deep Learning Models 1 Jul 2024 · 0 repositories · arXiv:2407.01777
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Research on fusing topological data analysis with convolutional neural network 19 Jun 2024 · 0 repositories · arXiv:2407.09518
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A Novel Bounding Box Regression Method for Single Object Tracking 16 May 2024 · 0 repositories · arXiv:2405.10444
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Robust EEG-based Emotion Recognition Using an Inception and Two-sided Perturbation Model 21 Apr 2024 · 0 repositories · arXiv:2404.15373
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Machine Learning-Assisted Thermoelectric Cooling for On-Demand Multi-Hotspot Thermal Management 20 Apr 2024 · 0 repositories · arXiv:2404.13441
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Mental Stress Detection: Development and Evaluation of a Wearable In-Ear Plethysmography 12 Apr 2024 · 0 repositories · arXiv:2404.08212
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Leveraging Spatial and Semantic Feature Extraction for Skin Cancer Diagnosis with Capsule Networks and Graph Neural Networks 18 Mar 2024 · 0 repositories · arXiv:2403.12009
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Inception-YOLO: Computational cost and accuracy improvement of the YOLOv5 model based on employing modified CSP, SPPF, and inception modules 11 Mar 2024 · 0 repositories
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APALU: A Trainable, Adaptive Activation Function for Deep Learning Networks 13 Feb 2024 · 0 repositories · arXiv:2402.08244
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Robust CNN-based Respiration Rate Estimation for Smartwatch PPG and IMU 10 Jan 2024 · 0 repositories · arXiv:2401.05469
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Tender Notice Extraction from E-papers Using Neural Network 16 Dec 2023 · 0 repositories · arXiv:2312.10437
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GDN: A Stacking Network Used for Skin Cancer Diagnosis 5 Dec 2023 · 1 repository · arXiv:2312.02437
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Performance of Machine Learning Classification in Mammography Images using BI-RADS 14 Nov 2023 · 0 repositories · arXiv:2311.08493
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Unleashing Modified Deep Learning Models in Efficient COVID19 Detection 21 Oct 2023 · 0 repositories · arXiv:2310.14081
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Application of deep learning for livestock behaviour recognition: A systematic literature review 20 Oct 2023 · 0 repositories · arXiv:2310.13483
Tasks archive 2025-07-28
20 shown of 205 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