Deformable Convolution

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3 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. 2D Spatial Reasoning with Adaptive Neural Cellular Automata

    Oct 6, 2026Martin Spitznagel, Janis KeuperNeural Cellular AutomataVisual Spatial Reasoning

    Institute for Machine Learning and Analytics (IMLA), Offenburg University, Germany · University of Mannheim, Germany

  2. CGDD-Net: Context-Guided Dynamic Detail Modeling for Retinal Vessel Segmentation

    Oct 4, 2026Xincheng Li, Xiaoqi Sheng, Xinyu ZhangRetinal Vessel SegmentationMulti-Scale Feature Fusion

    School of Computer Science, The University of Auckland, Auckland, 1010, New Zealand · School of Future Technology, South China University of Technology, Guangzhou, 510641, Guangdong, China

  3. Enhanced Deformable Convolution with Center-invariant Offset and Edge-aware Mask

    Sep 9, 2026Yixiao Li, Xiaoyuan Yang, Jin Jiang +5Convolutional Neural NetworksDeformable Convolution

    School of Mathematical Sciences, Beihang University, Beijing, China · Shanghai Academy of Spaceflight Technology, Shanghai Radio Equipment Research Institute, Shanghai, China · School of Computational and Mathematical Sciences, Cardiff University, Cardiff, United Kingdom +3

  4. TRIUNE-Net: Harmonizing Scale, Shape, and Efficiency in Pancreatic Tumor Segmentation

    Sep 8, 2026Amir Hossein Saleknia, Alireza Kheyrkhah, Sanaz Karimijafarbigloo +5Medical Image Segmentation3D Medical Image Segmentation

    Independent Researcher · University of Regensburg, Germany · University of California, San Francisco, USA +2

  5. Two-Stage Deformable-Convolutional Inverse Design of Nanophotonic Absorbers from Optical Spectra

    Aug 12, 2026Waleed Waseer, Muhammad Shahid Jabbar, Muhammad Sohail Ibrahim +1Convolutional Neural NetworksDeformable Convolution

    School of Physics and State Key Laboratory of Electronic Thin Films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu, 610054, China · SDAIA-KFUPM Joint Research Center for Artificial Intelligence, King Fahd University of Petroleum & Minerals, Dhahran, 31261, Saudi Arabia · Interdisciplinary Research Center for Intelligent Secure Systems (IRC-ISS), King Fahd University of Petroleum & Minerals, Dhahran, 31261, Saudi Arabia +1

  6. 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

  7. MSA-DCNN: A Data-Efficient Multi-Scale Deformable CNN for Medical Image Classification

    Jul 7, 2026Hamza Hussaini, Shahana Bano, Eyad Elyan +1Multi-Scale Feature FusionMedical Image Classification

    Robert Gordon University, School of Computing, Engineering and Technology, Aberdeen, Scotland, UK

  8. Attention-Augmented YOLOv8 with Ghost Convolution for Real-Time Vehicle Detection in Intelligent Transportation Systems

    Apr 22, 2026Syed Sajid Ullah, Muhammad Zunair Zamir, Ahsan Ishfaq +1Intelligent Transportation SystemsObject Detection

    School of Energy and Electrical Engineering, Chang’an University, Xi’an, China · School of Information Engineering, Chang’an University, Xi’an, China