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2 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

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  1. From UNI2-h to ConvNeXt-T: Lightweight Nuclei Instance Segmentation via Knowledge Distillation

    Sep 28, 2026Wenyan LiConvnextVision Transformer

    School of Computer Science, Wuhan University, Wuhan, China

  2. A Visual Classification Dataset and Model Evaluation for Historical Manuscript Illustrations

    Sep 27, 2026Yoav Evron, Michal Bar-Asher Siegal, Michael FireVision DatasetsHistorical Manuscripts

    Faculty of Computer and Information Science, Ben-Gurion University of the Negev, Be’er Sheva, Israel · The Goldstein-Goren Department of Jewish Thought, Ben-Gurion University of the Negev, Be’er Sheva, Israel

  3. MEVL-STP: Multi-Encoder and Vision Language Model for Arbitrarily Shaped Scene Text Spotting

    Sep 23, 2026Aman Anand, Partha Pratim Roy, Shivakumara PalaiahnakoteScene Text RecognitionOpen-Vocabulary Object Detection

    Rajiv Gandhi Institute of Petroleum Technology, India · Indian Institute of Technology (ISM) Dhanbad, India · University of Salford, UK

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

    Jul 30, 2026Longxia Gao, Linan Wang, Yuhe Han +3Medical Image ClassificationDeep Learning

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

  5. DS@GT ARC at ImageCLEFmedical 2026: Architectural Diversity for Concept Detection and Foundation-Model Scaling for Caption Prediction in Medical Image Analysis

    Jul 30, 2026Bowen Wang, Youwen Zhang, Ritesh MehtaMedical ImagesConvnext

    Georgia Institute of Technology, North Ave NW, Atlanta, GA 30332

  6. Consistent Evidence, Robust Recognition: Faithful Attribution Regularization under Geometric Transformations

    Jul 26, 2026Xianghao Jiao, Ruoyu Chen, Wei Wang +6Gradient-Weighted Class Activation MappingRegularization

    School of Cyber Science and Technology, Shenzhen Campus of Sun Yat-sen University, Shenzhen, China · University of Chinese Academy of Sciences, Beijing, China · School of Automation, Nanjing University of Information Science and Technology +2

  7. Rethinking Multi-Branch and Cross-Backbone Fusion for Vehicle Re-Identification under Foundation-Model Pretraining

    Jul 24, 2026Yu Wang, Hongyu YangConvnextRe-Identification

    Huahuan (Yunnan) Technology Co., Ltd., Yunnan, China

  8. Hierarchical Specialised Ensembles for Classification of Zebrafish Phenotypes Using the Selected Image Recognition Methods

    Jul 17, 2026Piotr S. Maciąg, Monika Maciąg, Magdalena MajdanMorphogenesisImage Classification

    Institute of Computer Science, Warsaw University of Technology, Nowowiejska 15/19, 00-665 Warsaw, Poland · Laboratory of Neuronal Plasticity, Nencki Institute of Experimental Biology of the Polish Academy of Sciences, Warsaw, Poland · Laboratory of Behavioral Studies, Medical University of Lublin, Lublin, Poland +1

  9. What Pixels Are Enough? SEAMS: Sufficiency Saliency via MSE-Preservation Soft-Masks

    Jul 10, 2026Magdalena Trędowicz, Łukasz Struski, Arkadiusz Lewicki +4SaliencyPixels

    Jagiellonian University · University of Information Technology and Management in Rzeszów · Jagiellonian University Medical College

  10. Squeeze-Release: Iterative Pruning with Exact Structural Minimization

    Jun 12, 2026Roman Denkin, Ida Akerholm, Prashant Singh +1Unstructured PruningBatch Normalization

    Department of Information Technology, Uppsala University, Uppsala, Sweden · Science for Life Laboratory, Uppsala University, Uppsala, Sweden

  11. ERN-Net : Evolving Reason Node-Net for Document Binarization

    Jun 10, 2026Hsin-Jui Pan, Sheng-Wei Chan, Jen-Shiung ChiangBinarizationConvnext

    Dept. of Electrical Engineering Tamkang University

  12. Frequency-Guided Fusion For RGB-Thermal Semantic Segmentation

    May 25, 2026İsmail Emre Canıtez, Özgür ErkentRgb-ThermalMultimodal Fusion

    Hacettepe University

  13. Rethinking Transfer Learning for Industrial Inspection: DINOv3 vs. ImageNet Pretraining Across RGB and X-ray Tasks

    May 22, 2026Mehdi Gharbage, Céline Teulière, Pierre Bouges +1Recent Vision Foundation ModelsDinov3

    1Michelin Tyres Manufacturer · 2Universit´e Clermont Auvergne, CNRS, Institut Pascal, Clermont-Ferrand, France

  14. Slimmable ConvNeXt: Width-Adaptive Inference for Efficient Multi-Device Deployment

    May 21, 2026Janek Haberer, Jon Eike Wilhelm, Olaf LandsiedelConvnextVision Transformer

    Kiel University, Germany · Hamburg University of Technology (TUHH), Germany · UNU-INWEH, Germany

  15. ConvNeXt-FD: A Fractal-Based Deep Model for Robust Biomedical Image Segmentation

    May 21, 2026Joao Batista Florindo, Amanda Pontes de Oliveira OrnelasSemi-Supervised Medical Image SegmentationConvnext

    Institute of Mathematics, Statistics and Scientific Computing, Department of Applied Mathematics, University of Campinas, Rua Sergio Buarque de Holanda, 651, Campinas, 13083-859, Sao Paulo, Brazil

  16. ClimateVID -- Social Media Videos Analysis and Challenges Involved

    Apr 30, 2026Shiqi Xu, Moritz Burmester, Katharina Prasse +3ConvnextZero-Shot

    University of Mannheim · Technical University of Munich · University of Mannheim, Max-Planck-Institute for Informatics, Saarland Informatics Campus

  17. ConvVitMamba: Efficient Multiscale Convolution, Transformer, and Mamba-Based Sequence modelling for Hyperspectral Image Classification

    Apr 20, 2026Mohammed Q. AlkhatibHyperspectral ImageMulti-Scale Convolution

    College of Engineering and IT, University of Dubai, Dubai 14143, United Arab Emirates

  18. EfficientPENet: Real-Time Depth Completion from Sparse LiDAR via Lightweight Multi-Modal Fusion

    Apr 20, 2026Johny J. Lopez, Md Meftahul Ferdaus, Mahdi Abdelguerfi +4Depth Estimation3D Perception

    Canizaro Livingston Gulf States Center for Environmental Informatics, the University of New Orleans, New Orleans, USA · US Army Corps of Engineers, Engineer Research and Development Center, Vicksburg, Mississippi, USA