Convolutional Neural Networks

Also known as CNN

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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. Scalable Neural Decoders for Practical Fault-Tolerant Quantum Computation

    Apr 9, 2026Andi Gu, J. Pablo Bonilla Ataides, Mikhail D. Lukin +1Quantum Error CorrectionNeural Decoding

    Department of Physics, Harvard University, Cambridge, MA 02138, USA · Harvard Quantum Initiative, Harvard University, Cambridge, MA 02138, USA

  2. Tensor-Augmented Convolutional Neural Networks: Enhancing Expressivity with Generic Tensor Kernels

    Apr 9, 2026Chia-Wei Hsing, Wei-Lin TuConvolutional Neural NetworksNeural Network Expressivity

    blueqat Inc., 2-24-12-39F, Shibuya, Shibuya-ku, Tokyo 150-6139, Japan · Center for Quantum Science and Engineering, National Taiwan University, Taipei 10617, Taiwan · Graduate School of Science and Technology, Keio University, Yokohama, Kanagawa 223-8522, Japan +1

  3. FireSenseNet: A Dual-Branch CNN with Cross-Attentive Feature Interaction for Next-Day Wildfire Spread Prediction

    Apr 9, 2026Jinzhen Han, JinByeong Lee, Hak Han +2Wildfire ForecastingConvolutional Neural Networks

    Department of Civil, Architectural & Environment Engineering, Sungkyunkwan University, Suwon, South Korea · AI Urban Disaster Prevention Research Center, Advanced Institute of Convergence Technology (AICT), Suwon 16229, Republic of Korea · Department of Fire Safety Engineering, Jeonju University, Republic of Korea

  4. Adaptive Depth-converted-Scale Convolution for Self-supervised Monocular Depth Estimation

    Apr 9, 2026Yanbo Gao, Huibin Bai, Huasong Zhou +6Monocular Depth EstimationConvolutional Neural Networks

    School of Software, Shandong University, Jinan 250100, China · Shandong University-WeiHai Research Institute of Industrial Technology, Weihai 264209, China · School of Control Science and Engineering, Shandong University, and Key Laboratory of Machine Intelligence and System Control, Ministry of Education, Jinan 250100, China +2

  5. TeaLeafVision: An Explainable and Robust Deep Learning Framework for Tea Leaf Disease Classification

    Apr 8, 2026Rafi Ahamed, Sidratul Moon Nafsin, Md Abir Rahman +3Plant Disease ClassificationConvolutional Neural Networks

    Dept. of CSE, East West University, Dhaka, Bangladesh · Dept. of BBA, East West University, Dhaka, Bangladesh

  6. Euclid Quick Data Release (Q1). AgileLens: A scalable CNN-based pipeline for strong gravitational lens identification

    Apr 8, 2026Euclid Collaboration, X. Xu, R. Chen +308Convolutional Neural NetworksImage Classification

    Department of Physics \& Astronomy, University of California Irvine, Irvine CA 92697, USA · University of Southern California, 3551 Trousdale Parkway, Los Angeles, CA 90089, USA · Dipartimento di Fisica "Aldo Pontremoli", Università degli Studi di Milano, Via Celoria 16, 20133 Milano, Italy +165

  7. YMIR: A new Benchmark Dataset and Model for Arabic Yemeni Music Genre Classification Using Convolutional Neural Networks

    Apr 6, 2026Moeen AL-Makhlafi, Abdulrahman A. AlKannad, Eiad Almekhlafi +2Music Information RetrievalAudio Classification

    School of Artificial Intelligence, Xidian University, Xi’an, China. · Department of Information Science and Technology, Northwest University, Xi’an 710127, China.

  8. Measuring Robustness of Speech Recognition from MEG Signals Under Distribution Shift

    Apr 5, 2026Sheng-You Chien, Bo-Yi Mao, Yi-Ning Chang +1Distribution Shift RobustnessNeural Decoding

    Department of Computer Science, National Tsing-Hua University, Hsinchu, Taiwan

  9. SAGE-GAN: Towards Realistic and Robust Segmentation of Spatially Ordered Nanoparticles via Attention-Guided GANs

    Apr 4, 2026Anindya Pal, Varun Ajith, Saumik Bhattacharya +1Image SegmentationMicroscopy Image Analysis

    National Institute of Technology Durgapur, Department of Physics · Indian Institute of Technology Kharagpur

  10. ROMAN: A Multiscale Routing Operator for Convolutional Time Series Models

    Apr 2, 2026Gonzalo UribarriTime Series ClassificationMultiscale Time-Series Modeling

    Department of Computer and Systems Sciences, Stockholm University

  11. Photonic convolutional neural network with pre-trained in situ training

    Apr 2, 2026Saurabh Ranjan, Sonika Thakral, Amit SehgalPhotonic ComputingEfficient Neural Network Inference

    Shaheed Sukhdev College of Business Studies, University of Delhi, New Delhi, Delhi 110085 · Hansraj College, University of Delhi, New Delhi, Delhi 110007

  12. Perceptual misalignment of texture representations in convolutional neural networks

    Apr 1, 2026Ludovica de Paolis, Fabio Anselmi, Alessio Ansuini +1Convolutional Neural NetworksVisual Neuroscience

    Neuroscience area, International School for Advanced Studies (SISSA), Trieste, Italy · Department of Mathematics, Informatics and Geosciences, Università degli Studi di Trieste, Trieste, Italy · Department of Data Engineering, Area Science Park, Trieste, Italy

  13. Central limit theorems for the outputs of fully convolutional neural networks with time series input

    Mar 31, 2026Annika Betken, Giorgio Micali, Johannes Schmidt-HieberConvolutional Neural Networks

    University of Twente, Faculty of Electrical Engineering, Mathematics, and Computer Science (EEMCS), Drienerlolaan 5, 7522 NB Enschede, Netherlands

  14. The Geometry of Polynomial Group Convolutional Neural Networks

    Mar 31, 2026Yacoub Hendi, Daniel Persson, Magdalena LarforsConvolutional Neural NetworksPolynomial Neural Networks

    Uppsala University · Chalmers University of Technology

  15. Post-hoc Self-explanation of CNNs

    Mar 30, 2026Ahcène Boubekki, Line H. ClemmensenNeural Network InterpretabilityExplainable Image Classification

    Department of Mathematical Sciences, University of Copenhagen, Denmark

  16. Object Detection Based on Distributed Convolutional Neural Networks

    Mar 30, 2026Liang SunObject DetectionConvolutional Neural Networks

    Shandong University of Science and Technology, Jinan, 250031 P.R. China

  17. TTE-CAM: Self-Explainable Class Activation Maps for Pretrained Black-Box CNNs

    Mar 27, 2026Kerol Djoumessi, Philipp BerensExplainable Image ClassificationNeural Network Interpretability

    Hertie Institute for AI in Brain Health, University of Tübingen, Germany · Tübingen AI Center, University of Tübingen, Germany

  18. End-to-end Feature Alignment: A Simple CNN with Intrinsic Class Attribution

    Mar 26, 2026Parniyan Farvardin, David ChapmanNeural Network InterpretabilityExplainable Image Classification

    University of Miami

  19. NERO-Net: A Neuroevolutionary Approach for the Design of Adversarially Robust CNNs

    Mar 26, 2026Inês Valentim, Nuno Antunes, Nuno LourençoAdversarial RobustnessConvolutional Neural Networks

    University of Coimbra, CISUC/LASI, DEI, Coimbra, Portugal

  20. Reservoir-Based Graph Convolutional Networks

    Mar 25, 2026Mayssa Soussia, Gita Ayu Salsabila, Mohamed Ali Mahjoub +1Graph Neural NetworksConvolutional Neural Networks

    National Engineering School of Sousse, University of Sousse, LATIS – Laboratory of Advanced Technology and Intelligent Systems, 4023, Sousse, Tunisia. · BASIRA Lab, Imperial-X and Department of Computing, Imperial College London, London, UK.

  21. An Explainable AI-Driven Framework for Automated Brain Tumor Segmentation Using an Attention-Enhanced U-Net

    Mar 24, 2026MD Rashidul Islam, Bakary GibbaBrain Tumor SegmentationConvolutional Neural Networks

    School of Computing and Informatics Albukhary International University, 05200, Alor Setar, Malaysia

  22. WaveSFNet: A Wavelet-Based Codec and Spatial--Frequency Dual-Domain Gating Network for Spatiotemporal Prediction

    Mar 24, 2026Xinyong Cai, Runming Xie, Hu Chen +1Spatiotemporal ForecastingConvolutional Neural Networks

    College of Software Engineering, Sichuan University · College of Computer Science, Sichuan University · Sichuan University National Key Laboratory of Fundamental Science on Synthetic Vision

  23. L-UNet: An LSTM Network for Remote Sensing Image Change Detection

    Mar 24, 2026Shuting Sun, Lin Mu, Lizhe Wang +1Remote Sensing Change DetectionU-Net

    College of Marine Science and Technology, China University of Geosciences (CUG), Wuhan 430074, China · College of Life Sciences and Oceanography, Shenzhen University, Shenzhen 518060, China · Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou), Guangzhou 511458, China +2

  24. GradAttn: Replacing Fixed Residual Connections with Task-Modulated Attention Pathways

    Mar 23, 2026Soudeep Ghoshal, Himanshu BuckchashConvolutional Neural NetworksAttention Residual Connections

    Kalinga Institute of Industrial Technology, Bhubaneswar, India · IMC University of Applied Sciences Krems, Krems, Austria

  25. SmaAT-QMix-UNet: A Parameter-Efficient Vector-Quantized UNet for Precipitation Nowcasting

    Mar 23, 2026Nikolas Stavrou, Siamak MehrkanoonPrecipitation NowcastingU-Net

    Department of Information and Computing Sciences, Utrecht University, Utrecht, Netherlands

  26. SparseVoxelDet: Fully Sparse Voxel Networks for Efficient Event-Based Drone Detection

    Mar 23, 2026Mohamad Yazan Sadoun, Sarah Sharif, Yaser Mike BanadEvent-Based Object DetectionEfficient Object Detection

    Inquire Lab, University of Oklahoma, Norman, OK, USA.

  27. Efficiency Follows Global-Local Decoupling

    Mar 20, 2026Zhenyu Yang, Gensheng Pei, Tao Chen +4Efficient Neural Network InferenceVisual Representation Learning

    Nanjing University of Science and Technology · State Key Laboratory of Intelligent Manufacturing of Advanced Construction Machinery · Department of Electrical and Computer Engineering, Sungkyunkwan University +2

  28. Benchmarking CNN-based Models against Transformer-based Models for Abdominal Multi-Organ Segmentation on the RATIC Dataset

    Mar 19, 2026Lukas Bayer, Sheethal Bhat, Andreas MaierMedical Image SegmentationHybrid CNN-Transformer Architectures

    Pattern Recognition Lab Friedrich-Alexander-Universität Erlangen-Nürnberg

  29. LRConv-NeRV: Low Rank Convolution for Efficient Neural Video Compression

    Mar 18, 2026Tamer ShanablehVideo Representation LearningNeural Video Compression

    American University of Sharjah, UAE, Department of Computer Science and Engineering

  30. Accurate Shift Invariant Convolutional Neural Networks Using Gaussian-Hermite Moments

    Mar 17, 2026Jaspreet Singh, Petra Bosilj, Grzegorz CielniakConvolutional Neural NetworksEquivariant Neural Networks