Convolutional Neural Networks

Also known as CNN

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Latest papers 397

39 papers in the last four weeks, up 26% on the four weeks before. 0.2% of all new papers.

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  1. Classification of COVID-19 cases from chest CT volumes using hybrid model of 3D CNN and 3D MLP-Mixer

    Jul 31, 2026Masahiro Oda, Tong Zheng, Yuichiro Hayashi +53D Medical ImagingMedical Image Classification

    aInformation and Communications, Nagoya University, Nagoya, Japan · bGraduate School of Informatics, Nagoya University, Nagoya, Japan · cGraduate School of Science and Technology, Nara Institute of Science and Technology, Nara, Japan +3

  2. Automated classification method of COVID-19 cases from chest CT volumes using 2D and 3D hybrid CNN for anisotropic volumes

    Jul 31, 2026Masahiro Oda, Tong Zheng, Yuichiro Hayashi +5Medical Image ClassificationConvolutional Neural Networks

    Information Strategy Office, Information and Communications, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, Aichi, 464-8601, Japan · Graduate School of Informatics, Nagoya University, Nagoya, Japan · Graduate School of Science and Technology, Nara Institute of Science and Technology, Nara, Japan +3

  3. What Makes Deep Learning Work for Traditional Chinese Medicine Tongue Diagnosis? A Comprehensive Ablation Study

    Jul 30, 2026Longxia Gao, Linan Wang, Yuhe Han +3Medical DiagnosisMedical Image Classification

    College of Traditional Chinese Medicine, Hebei University, Baoding, Hebei, China

  4. Meteosat Third Generation imagery improves CNN-based SSI retrieval

    Jul 30, 2026Gordei Pribõtkin, Piia Post, Velle TollRemote SensingConvolutional Neural Networks

    Institute of Computer Science University of Tartu STACC OÜ Tartu, Estonia · Centre for Climate Research, Institute of Physics University of Tartu Tartu, Estonia

  5. Classification of Disease from Lungs X-ray Images using VGG16, VGG19 and ResNet50 Models

    Jul 29, 2026Nand Lal Yadav, Rajesh Kumar, Satyendra Singh +1Chest X-Ray ClassificationConvolutional Neural Networks

    Department of Electronics and Communication, University of Allahabad, Prayagraj, India.

  6. Using Data-Derived Priors to Guide CNN Architecture Design for NIR Chemometrics

    Jul 28, 2026Dário PassosConvolutional Neural NetworksNeural Architecture Search

    DeepLight Laboratory, Departamento de Física da Faculdade de Ciências e Tecnologia da Universidade do Algarve, 8005-139 Faro, Portugal

  7. Analysis of the Shortcut Learning and Clever Hans Effect in CNN based ECG Image Classification

    Jul 27, 2026Abhay Kumar Pathak, Mrityunjay Chaubey, Manjari Gupta +1Electrocardiogram ClassificationConvolutional Neural Networks

    Department of Computer Science, Institute of Science, Banaras Hindu University, Varanasi, India. · University of Petroleum and Energy Studies, Dehradun, India. · Department of Computer Science (IDI), Norwegian University of Science and Technology (NTNU), Gjøvik, Norway.

  8. A Modern ConvNet for Solar Filament Detection

    Jul 27, 2026J. R. Hu, Q. Hao, Z. Zheng +3Convolutional Neural NetworksSemantic Segmentation

    School of Astronomy and Space Science, Nanjing University, Nanjing 210023, China · Key Laboratory of Modern Astronomy and Astrophysics, Ministry of Education, Nanjing 210023, China · Institute of Science and Technology for Deep Space Exploration, Suzhou Campus, Nanjing University, Suzhou 215163, China

  9. Automated ECG Interval Measurement and Wave Delineation Using Fast Fourier Convolution ResNet

    Jul 27, 2026Farhan Adam Mukadam, Harshit Mishra, Nachiket Makwana +3ElectrocardiographyConvolutional Neural Networks

    Indian Institute of Science, Bengaluru, India · Gauze, India · Waikato District Health Board, Hamilton, New Zealand +1

  10. Effective Receptive Field Ordering Matters for Infrared Small Target Detection

    Jul 27, 2026Guoyi Zhang, Yanjin Du, Zhengyao Zhao +6Infrared Small Target DetectionConvolutional Neural Networks

    Aircraft Visual Perception (AVP) Lab, School of Aeronautics and Astronautics, Sun Yat-sen University, Shenzhen 518107, Guangdong, China

  11. Flash-CNNCap: Capacitance Extraction via Image Mapping

    Jul 26, 2026Hector R. Rodriguez, Jiechen Huang, Wenjian YuElectronic Design AutomationConvolutional Neural Networks

    Dept. Computer Science & Tech., BNRist, State Key Laboratory of Cryptography and Digital Economy Security, Tsinghua Univ., Beijing, China

  12. WGDnet: Wishart-guided Geometric-aware Deep Network for PolSAR Image Classification

    Jul 26, 2026Junfei Shi, Haojia Zhang, Yu Cheng +1Convolutional Neural NetworksSynthetic Aperture Radar

  13. Investigating the Visual Cues of CNNs for Vascular Segmentation: A Case Study in Microscopy and Fundus Imaging

    Jul 25, 2026Weslley dos Santos Silva, Cesar Henrique CominRetinal Vessel SegmentationMedical Image Analysis

    Department of Computer Science, Federal University of São Carlos, São Carlos, SP, Brazil

  14. When Less Is More: A Controlled Benchmark of Lightweight CNNs for Satellite Land-Cover Segmentation on DeepGlobe

    Jul 25, 2026Atiq Ur Rehman, Joseph Michael DonovanRemote Sensing Image SegmentationLand Cover Classification

    Department of Economics & Decision Sciences, University of South Dakota, Vermillion, SD, USA · University of South Dakota, Vermillion, USA

  15. Beyond Binary Rooftop Mapping: A Four-Class Deep Learning Framework for Green Roof Potential Assessment from Open Swiss Geospatial Data

    Jul 24, 2026Htet Yamin Ko KoRemote Sensing Image SegmentationUrban Planning

    International Space Science Institute, Bern, Switzerland

  16. Small, Bias-Free, Blind and Convolutional Denoiser: A compact ConvNeXt U-Net for blind Gaussian color-image denoising

    Jul 24, 2026Nikolas MarkouU-NetConvolutional Neural Networks

  17. Predicting the Outcome of rTMS Depression Therapy using EEG Signals and CNN

    Jul 24, 2026Wael Korani, Md Fahimul Kabir Chowdhury, Sadam AlQadi +3Mental HealthClinical Outcome Prediction

    Department of Data science, University of North Texas, Texas, USA · Department of Computer Science, University of North Texas, Texas, USA · Department of Information science, University of North Texas, Texas, USA +1

  18. SPDCN: Strip-based Deformable Convolutional Network for Steel Surface Defect Segmentation

    Jul 23, 2026Zhongming Liu, Bingbing Jiang, Guangxin Wan +1Image SegmentationIndustrial Inspection

    School of Artificial Intelligence, Jiangxi Normal University, Nanchang, 330022, China · Jiangxi Provincial Key Laboratory of Intelligent Information Processing and Affective Computing, School of Artificial Intelligence, Jiangxi Normal University, Nanchang, 330022, China

  19. HierarchicalDAEW: Domain-Aware Edge-Weighted Graph Convolution with Evidential Uncertainty for Multi-Section Spatial Gene Expression Prediction from H&E Histology

    Jul 23, 2026Kritanu Chattopadhyay, Soumya Chatterjee, Ondrej Krejcar +1Computational PathologySpatial Transcriptomics

    Department of Mechanical Engineering, National Institute of Technology Durgapur,, Durgapur, 713209, West Bengal, India · Department of Electrical Engineering, National Institute of Technology Durgapur,, Durgapur, 713209, West Bengal, India · Research Center, Skoda Auto University, Na Karmeli 1457, Mlada Boleslav, 293 01,, Czech Republic +1

  20. Ultra-Compact CNN Architectures for Tropical Bird Audio Detection on Microcontrollers

    Jul 22, 2026Muhammad Mun'im Ahmad Zabidi, Mohd Yamani Idna Idris, Norisma IdrisTiny MLSound Event Detection

    Faculty of Computer Science and Information Technology, Universiti Malaya, Kuala Lumpur, Malaysia

  21. Associative Emotional Learning in Convolutional Neural Networks

    Jul 21, 2026Seowung Leem, Andreas Keil, Mingzhou Ding +1Convolutional Neural NetworksAssociative Memory

    J. Crayton Pruitt Family Dept. of Biomedical Engineering, University of Florida, Gainesville, FL 32611, USA · Center for the Study of Emotion and Attention, University of Florida, Gainesville, Florida, USA · Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL 32611, USA +3

  22. STS-NET: Spatio-Temporal Stress Network for Self-Supervised Crop Stress Detection using Satellite Image Time Series

    Jul 21, 2026Pradeep Dalal, Rajiv Ranjan, Sushil Ghildiyal +2Agricultural Remote SensingSelf-Supervised Time Series Representation Learning

    Department of Computer Science and Engineering, Indian Institute of Technology Ropar, Rupnagar 140001, India · Department of Robotics and Autonomous Systems, Plaksha University, Mohali 140306, India

  23. Convolution for Large Language Models

    Jul 20, 2026Yuchuan Tian, Yingte Shu, Wei He +7Decoder-Only Language ModelsConvolutional Neural Networks

    1Peking University · 2Huawei Technologies · 3Tsinghua University

  24. Explainable Lightweight Compact Deep Models for Speech Emotion Recognition

    Jul 18, 2026Nelly ElsayedSpeech Emotion RecognitionConvolutional Neural Networks

    School of Information Technology University of Cincinnati Ohio, United States

  25. Compact convolutional neural networks for AI-based drone detection system

    Jul 17, 2026Gábor Farkas, Gábor Fazekas, Karakai Patrik +2Efficient Neural Network InferenceConvolutional Neural Networks

    Department of Electronic Warfare, Ludovika University of Public Service, Budapest, H-1083, Hungary · Faculty of Informatics, Eötvös Lor´and University, Budapest, H-1117, Hungary

  26. Learning Faster without Deeper Networks: A*-Inspired Batch Selection for Efficient CNN Training

    Jul 17, 2026Anxhelo Shehu, Enes Stastoli, Arben CelaDeep Learning OptimizationConvolutional Neural Networks

    AI Laboratory, University Metropolitan Tirana, Tirana, Albania. · Laboratory of Images Signals and Intelligent Systems, ESIEE Paris, Paris, France.

  27. Cotton-SF YOLO: Learning Structural and Frequency Cues for Early Cotton Square Detection in Complex Field Environments

    Jul 16, 2026Chengjia Zhang, Yu Li, Feiri Ali +5Agricultural Image AnalysisFrequency-Domain Feature Learning

    School of Aeronautics and Astronautics, Xichang University, No. 1 Xuefu Road, Anning Town, Xichang, 615013, Sichuan Province, China · School of Information Technology, Xichang University, No. 1 Xuefu Road, Anning Town, Xichang, 615013, Sichuan Province, China · College of Information and Electrical Engineering, China Agricultural University, No. 17 Qinghua East Road, Haidian District, Beijing, 100083, China +1

  28. Barnamala: Parameter-Efficient Handwritten Devanagari Recognition at Benchmark Saturation

    Jul 15, 2026Ashish Thapa, Samrat KarkiCorruption RobustnessConvolutional Neural Networks

    Ampixa Labs · Pulchowk Campus

  29. Lesion Segmentation in Moderate to Severe Traumatic Brain Injury: An nnU-Net Based Approach with Adaptive Normalization in the AIMS-TBI 2025 Challenge

    Jul 14, 2026Inhwa Son, Gaeun Lee, Sohyeon Sim +1Medical Image SegmentationConvolutional Neural Networks

    Gachon University, Republic of Korea · MEDAI, Republic of Korea

  30. Towards Efficient Convolutional Neural Network for Embedded Hardware via Multi-Dimensional Pruning

    Jul 13, 2026Hao Kong, Di Liu, Xiangzhong Luo +5Efficient Neural Network InferenceConvolutional Neural Networks

    School of Computer Science and Engineering, Nanyang Technological University, Singapore · HP-NTU Digital Manufacturing Corporate Lab, Nanyang Technological University, Singapore · Department of Computer Science, Norwegian University of Science and Technology, Trondheim, Norway. +1