Methods › Computer Vision › Image Model Blocks › Reduction-A
Reduction-A
Introduced by Christian Szegedy et al. in Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Reduction-A is an image model block used in the Inception-v4 architecture.
Papers archive 2025-07-28
28 shown of 28, 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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Acute Lymphoblastic Leukemia Diagnosis Employing YOLOv11, YOLOv8, ResNet50, and Inception-ResNet-v2 Deep Learning Models 13 Feb 2025 · 0 repositories · arXiv:2502.09804
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Multi-Label Scene Classification in Remote Sensing Benefits from Image Super-Resolution 12 Jan 2025 · 0 repositories · arXiv:2501.06720
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Breccia and basalt classification of thin sections of Apollo rocks with deep learning 28 Oct 2024 · 1 repository · arXiv:2410.21024
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Enhanced Encoder-Decoder Architecture for Accurate Monocular Depth Estimation 15 Oct 2024 · 1 repository · arXiv:2410.11610
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DeepGI: An Automated Approach for Gastrointestinal Tract Segmentation in MRI Scans 27 Jan 2024 · 0 repositories · arXiv:2401.15354
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Hybrid Inception Architecture with Residual Connection: Fine-tuned Inception-ResNet Deep Learning Model for Lung Inflammation Diagnosis from Chest Radiographs 4 Oct 2023 · 0 repositories · arXiv:2310.02591
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A Transfer Learning Based Approach for Classification of COVID-19 and Pneumonia in CT Scan Imaging 17 Oct 2022 · 0 repositories · arXiv:2210.09403
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Classification of Breast Tumours Based on Histopathology Images Using Deep Features and Ensemble of Gradient Boosting Methods 3 Sep 2022 · 1 repository · arXiv:2209.01380
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Semi-supervised Vision Transformers at Scale 11 Aug 2022 · 1 repository · arXiv:2208.05688
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Ensemble CNN models for Covid-19 Recognition and Severity Perdition From 3D CT-scan 29 Jun 2022 · 0 repositories · arXiv:2206.15431
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Danish Fungi 2020 -- Not Just Another Image Recognition Dataset 18 Mar 2021 · 1 repository · arXiv:2103.10107
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Attention-Driven Body Pose Encoding for Human Activity Recognition 29 Sep 2020 · 0 repositories · arXiv:2009.14326
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Comprehensive Comparison of Deep Learning Models for Lung and COVID-19 Lesion Segmentation in CT scans 10 Sep 2020 · 1 repository · arXiv:2009.06412
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The Effects of Approximate Multiplication on Convolutional Neural Networks 20 Jul 2020 · 1 repository · arXiv:2007.10500
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A Deep Learning based Wearable Healthcare IoT Device for AI-enabled Hearing Assistance Automation 16 May 2020 · 0 repositories · arXiv:2005.08076
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An Evaluation of DNN Architectures for Page Segmentation of Historical Newspapers 15 Apr 2020 · 1 repository · arXiv:2004.07317
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Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets 14 Feb 2020 · 4 repositories · arXiv:2002.05990Syntology ran 3 of 9 samples · 6 unverified
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2D and 3D Segmentation of uncertain local collagen fiber orientations in SHG microscopy 30 Jul 2019 · 1 repository · arXiv:1907.12868
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Multi-Task Self-Supervised Object Detection via Recycling of Bounding Box Annotations 1 Jun 2019 · 0 repositories
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End-to-End Video Captioning 4 Apr 2019 · 0 repositories · arXiv:1904.02628
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Identifying disease-free chest X-ray images with deep transfer learning 2 Apr 2019 · 0 repositories · arXiv:1904.01654
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Effective, Fast, and Memory-Efficient Compressed Multi-function Convolutional Neural Networks for More Accurate Medical Image Classification 29 Nov 2018 · 0 repositories · arXiv:1811.11996
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Deep neural network ensemble by data augmentation and bagging for skin lesion classification 15 Jul 2018 · 0 repositories · arXiv:1807.05496
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Improved Inception-Residual Convolutional Neural Network for Object Recognition 28 Dec 2017 · 0 repositories · arXiv:1712.09888
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Deep Koalarization: Image Colorization using CNNs and Inception-ResNet-v2 9 Dec 2017 · 16 repositories · arXiv:1712.03400
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RECOD Titans at ISIC Challenge 2017 14 Mar 2017 · 4 repositories · arXiv:1703.04819
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PolyNet: A Pursuit of Structural Diversity in Very Deep Networks 17 Nov 2016 · 3 repositories · arXiv:1611.05725
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Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning 23 Feb 2016 · 87 repositories · arXiv:1602.07261Syntology ran 1 of 1 samples · 0 unverified
Tasks archive 2025-07-28
20 shown of 58 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