Convolutional Neural Networks

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ImagenetImage ClassificationConvolutionalResnet-18Temporal Convolutional Networks3D Convolutional Neural NetworksEfficientnet Encoder

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Period ending 2026-09-21

9 new papers

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Period ending 2026-09-14

6 new papers

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Period ending 2026-09-07

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257 papers

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  1. A Free Lunch? Adapting PP-OCRv6 for Historical Text Recognition

    Sep 17, 2026Benjamin KiesslingDeepseek-OcrHistory

  2. Delphi Scanner: efficient and interpretable static malware detection via API sequence modeling

    Sep 17, 2026Bijied Brahimi, Vincent Cohadon, Gabriel Glazman +3Malware DetectionProgram Analysis

  3. Training-Adaptive Convolutional Sparse Coding via Information Bottleneck for Robust Visual Representation

    Sep 16, 2026Meng'en Qin, Yinchen Liu, Mingxuan Cui +1Convolutional Neural NetworksInformation Bottleneck

  4. A Lightweight CNN Integrated Compact Convolutional Transformer for Multi-Scale Feature Learning and reducing computational complexity for breast cancer mammography image detection and classification

    Sep 16, 2026Md Taimur Ahad, Ainuddin AhmedMammographyHybrid Transformer

  5. ReRadar: Robust Radar Global Localization via Rotation-Equivariant Descriptor Learning

    Sep 16, 2026Duc Manh Nguyen, Truong Giang Dao, Gia Nghiem Luong +2RadarRotation-Invariant Descriptors

  6. NObSP: Functional Decomposition of Neural Networks via Oblique Subspace Projections

    Sep 15, 2026Alexander Caicedo, Víctor De La Hoz, Santiago AlférezTraining Data AttributionNeural Network

  7. Carry-Through Checksum: A Lightweight Fault-Detection for CNN Inference at the Edge

    Sep 15, 2026Kyrylo Nazarevych, Mohammad Hasan Ahmadilivani, Krister Kaldre +2Graph Neural Network InferenceConvolutional Neural Networks

  8. Sequence Recognition in Bharatnatyam dance

    Sep 14, 2026Himadri Bhuyan, Rohit Dhaipule, Partha Pratim DasAdConvolutional Neural Networks

  9. TileNet: Tile-Based CNN-SVM Architecture for Autonomous Unmanned Aerial Systems Inspection of Flat Roofs

    Sep 14, 2026Samuel Dunthorne, Hashim A. HashimUnmanned Aerial Vehicle TrackingScalable Defect Detection

  10. A Comparative Evaluation of Pre-trained Convolutional Neural Networks for Melanoma Detection

    Sep 12, 2026Wagner Moreno Schmitz, Marco Antonio de Castro Barbosa, Thiago Magalhães Amaral +2Skin Lesion ClassificationConvolutional Neural Networks

  11. Artificial Intelligence Algorithms for the Detection of Pathologies Related to Lung Cancer through Image Analysis using Convolutional Neural Networks and Data Augmentation: a systematic mapping of the literature

    Sep 11, 2026Pablo Ramirez AmadorLung-Nodule DetectorNon-Small Cell Lung Cancer

  12. AgroVisNet: A lightweight Convolutional Network and the BD-PlantDX Expert-Validated Benchmark for Radish, Potato and Pointed Gourd Disease Classification

    Sep 9, 2026Md. Abdullah Mandal, Saad Ahmed, Md. Khalid SyfullahTomato DiseasesConvolutional Neural Networks

  13. Pretraining and Distillation Matter More Than Architecture Family for Label-Free Single-Cell Classification

    Sep 9, 2026Philip Graemer, Giuseppe Di CaprioModel PretrainingConvolutional Neural Networks

  14. Layerwise Tunable Lifting Scheme for the Convolutional Neural Network

    Sep 9, 2026Abdumannon Yovkochov, An Le, Sungbal Seo +2Resnet-18Convolutional Neural Networks

  15. Mitigating Shortcut Learning: Texture-Penalized Prototype Networks

    Sep 7, 2026Akshay Anilkumar Girija, Elena Hoemann, Frank Köster +1Convolutional Neural NetworksShortcuts

  16. Benchmarking Spatial, Spectral, and Self-Supervised Cues for Face Forgery Detection under Realistic Degradation

    Sep 1, 2026Lucas Cunha, Lucas Sotomaior, Lucas Gasperin +3Face Forgery DetectionVisual Degradation

  17. FORGE: Forward-Only Test-Time Adaptation for Integer-Only Vision Models on Microcontrollers

    Sep 1, 2026Muhammad Rehan, Haider Ali, Muhammad Ali Munir +1CortexVision Foundation Models

  18. Are You Thinking What I am Thinking? : Examining Conceptual Separation in Neural Architectures

    Sep 1, 2026Jaee Ponde, Roshni Agarwal, Subhashis BanerjeeNeural ArchitecturesSemantic Representations

  19. HorizonNet for visual terrain navigation

    Aug 31, 2026Bertil Grelsson, Andreas Robinson, Michael Felsberg +1Autonomous Maritime NavigationHorizon

  20. A Hybrid State-Space Approach for Census-Tract Population Estimation

    Aug 30, 2026Jackson R. Ye, Alexandre V. MorozovState Space ModelsPopulations

  21. A Unified Framework for the Mechanics of Information in Convolutional Neural Network Image Space

    Aug 26, 2026Aryan Shukla, Matthew ToewsConvolutional Neural NetworksMultiscale

  22. TabSOM: A tabular-to-image encoding method based on self-organizing maps

    Aug 13, 2026David Chushig-Muzo, María Ángeles Rodríguez de Cara, Eva Milara +3Tabular LearningModel Interpretability

  23. MLLM-Routed Heterogeneous Ensembles for Robust Cross-Dataset Image Classification

    Aug 13, 2026Daniel Perkins, John Squires, Janou Milligan +2Image ClassificationCross-Dataset Benchmark

  24. EEG Decoding Using CNN and LSTM Network

    Aug 13, 2026Athanasios KaragounisMotor ImageryBidirectional Long Short-Term Memory

  25. UniCon-Former: Unified Convolution Transformer is All You Need for Hand Gesture Recognition

    Aug 13, 2026Mallika Garg, Debashis Ghosh, Pyari Mohan PradhanHand Gesture RecognitionHybrid Transformer

  26. Class Activation Mapping in Explainable Computer Vision: A Method-Centered Review of CNN, Transformer, and Foundation-Model-Era Visual Explanations

    Aug 12, 2026AmirHossein Eshghi, Hamid Saadatfar, Seyyed Ali Hoseini +2Etsi-Compliant Class Activation MapExplainability

  27. A comparison of CNN architectures for Alzheimer's disease detection in single-view MRI scans

    Aug 12, 2026Hiram Zuniga, Ulises Orozco-Rosas, Kenia PicosDisease DetectionAlzheimer

  28. CAM-Guided Saliency Cutout and Image-Based Malware Classification

    Aug 12, 2026Yasaman Ebrahimi, Martin Jurecek, Mark StampDropoutConvolutional Neural Networks

  29. A HamNoSys-Guided Dataset and Baselines for Fine-Grained Isolated Handshape Recognition in Sign Language

    Aug 11, 2026Ushnish Sarkar, Suvajit Patra, Bhaswar Chattopadhyay +2Handwritten Text RecognitionHand Gesture Recognition

  30. One Model to Magnify Them All: Efficient Scale-Invariant Histopathology via Conditional Normalization and Continuous Magnification Training

    Aug 10, 2026Agnieszka Florkowska, Henning Müller, Marek WodzinskiComputational PathologyResnet-18

  31. Personalized Federated Learning via Variance-Aware Nonparametric Empirical Bayes

    Aug 10, 2026Jae Ho Chang, Arnab Auddy, Subhadeep PaulFederated LearningVariational Inference

  32. RobustDefect-LLM: Explainable and Robustness-Aware Industrial Surface Defect Classification with Decision Support and AI-Assisted Reporting

    Aug 9, 2026Nazlıcan Düşünmez, Halûk GümüşkayaScalable Defect DetectionInspection

  33. Assessing AI-generated music detection in real-world broadcast monitoring

    Aug 7, 2026David López-Ayala, Fernando García de la Cruz, Pablo Zinemanas +2Music GenerationAudio Flow

  34. Aftab: A Comprehensive Benchmark of CNN Encoders and Advanced Value Functions in Parallelized Q-Networks

    Aug 7, 2026Taha Shieenavaz, Shabnam Zareshahraki, Loris NanniDeep Q-NetworksDeep Reinforcement Learning

  35. Explanation Stability of Test-Time Adaptation in Computational Pathology: A Large-Scale Benchmark

    Aug 7, 2026R. G. Bahumanya, Harshith V. M., Shreyank N. Gowda +1Computational PathologyExplainability

  36. Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model

    Aug 6, 2026Saad Ahmed, Md Khalid SyfullahSign Language RecognitionOnline Signature Verification

  37. Curia-MAE: Multi-Modal Multi-Anatomy MAE Pre-Training for 3D Medical Image Segmentation

    Aug 6, 2026Théo Danielou, Antoine Saporta, Léo Alberge +1Multimodal PretrainingFrozen Encoder

  38. Grad-CAM for Vision Transformers: A Systematic Taxonomy and Audit of Methodological Ambiguity in Explainable AI

    Aug 5, 2026Casey Wall, Longwei Wang, Rodrigue Rizk +1Vision TransformerAttention-Guided Transunet

  39. The Neural Echo: A Signal Processing Perspective for Understanding Neural Networks

    Aug 5, 2026Chongbiao Wang, Daniel Gaa, Joachim Weickert +1Neural NetworkConvolutional Neural Networks

  40. Predictive Failure Detection in Network Hardware Using Thermal Imaging and Deep Learning with Sensor Fusion

    Aug 5, 2026Ashly JosephEarly Failure PredictionConvolutional Neural Networks

  41. Image Classification Using CNN-QNN Hybrid Model with Optimized Correlated Features

    Aug 5, 2026Minseo Seong, Youngwook KimQuantum Neural NetworksImage Classification

  42. Does Explainability Transfer? A Controlled Benchmark of Attribution Methods on Vision Transformers and CNNs

    Aug 3, 2026Sathiyamohan Nishankar, Nethmi Pathirana, Pubudu Sanjeewani +2Self-Supervised Vision TransformersVision Transformer

  43. CENDRe: Concept Extraction with Natural Domain Representations

    Jul 31, 2026Antonia Holzapfel, Andres Felipe Posada Moreno, Sebastian TrimpeConvolutional Neural NetworksFrequency

  44. Rethinking Pretraining for Specialized Design Data: Evidence from the JONES-19 Cultural Design Dataset

    Jul 31, 2026Alexandros Haridis, Charles ZhouModel PretrainingConvolutional Neural Networks

  45. 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 +5Computed Tomography DatasetCovid-19

  46. Kohn-Sham Spectral Embedding on Sparse Graphs at the Nishimori Temperature for Image Classification

    Jul 30, 2026V. S. Usatyuk, D. A. Sapozhnikov, S. I. EgorovFeature LearningImage Classification

  47. Convolutional Neural Shading for High-Quality 3D Reconstruction from Multi-View Images

    Jul 30, 2026Juheon Hwang, Taewan Kim, Heeseok Oh +13D ReconstructionNeural Rendering

  48. Multimodal fusion of visual and morphometric features for avian bone classification

    Jul 29, 2026Nevio Dubbini, Lisa Yeomans, Marco Pavia +4Animal Re-IdentificationKey Vertebral Morphometry Variables

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

    Jul 28, 2026Dário PassosConvolutional Neural NetworksHyperparameter Optimization

  50. OrthKD: Extracting Generalized Clinical Knowledge from Heterogeneous Teachers for Lightweight Deployment

    Jul 28, 2026Yi Xu, Cheng Chen, Mufan CaoRetinal ImagingTeacher

  51. 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 ClassificationAtrial Fibrillation

  52. Learning to Resolve Neutron Resonances with Fully Convolutional Neural Networks

    Jul 27, 2026Nataly R. Panczyk, Athanasios Stamatopoulos, Josef Svoboda +1Nuclear DataConvolutional Neural Networks

  53. Attribution and Uncertainty Behavior of Learned Residual Gyro Correction for Gyro-Stellar Estimation

    Jul 27, 2026Mariela De Lucas Álvarez, Melvin Laux, Arthur de Freitas Precht +4State EstimationConvolutional Neural Networks

  54. Color Fundus Photography Analysis: Co-evolution of Data, Preprocessing, and Modeling toward Multimodal AI

    Jul 27, 2026Yu Li, Wengan He, Wenhui Xu +7Fundus ImagesMultimodal Clinical Data

  55. 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 SegmentationFundus Images

  56. CARDIAG: A Dense Segment Classification Benchmark of Deep Learning Architectures for Coronary Angiography

    Jul 24, 2026Dominik Bernard Lau, Hubert Malinowski, Jerzy Szyjut +5Coronary AngiographyCongenital Heart Disease

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

    Jul 24, 2026Wael Korani, Md Fahimul Kabir Chowdhury, Sadam AlQadi +3Depression DetectionDeep Learning

  58. Toward High-Fidelity 3D Point-Cloud Learning for Brain Folding Morphology Prediction Using Trans-Unet

    Jul 23, 2026Geran Zhao, Xiaotian Li, Poorya Chavoshnejad +4Certified Point-CloudU-Net

  59. Do emulated quantum circuits change what CNNs look at? Performance and explainability comparison in medical image classification

    Jul 23, 2026Guillermo Rubiños Rodríguez, Martín Ottavianelli, Mateo Alonso +4Hybrid Quantum Neural NetworksQuantum Circuit Simulation

  60. Machine Learning for Charge State Characterization of Isolated Double Quantum Dots

    Jul 23, 2026Hyma Vallabhapurapu, Marco Candido, Krishna Choudhary +7Quantum Machine LearningPost-Quantum Cryptography