Multi-Scale Feature Fusion

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16 papers in the last four weeks, up 129% on the four weeks before. 0.2% of all new papers.

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  1. Anchor-driven Multi-modal Multi-scale Expert Selection for Survival Prediction

    Oct 6, 2026Tao Zhou, Ying Hu, Huazhu Fu +3Cancer Survival PredictionMixture of Experts

    School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing 210094, China · Institute of Advanced Intelligence and Computing (IAIC), Agency for Science, Technology and Research (A*STAR), Singapore 138632 · School of Computer Science and Engineering, Southeast University, Nanjing 211189, China +2

  2. Weave Mamba Fusion: Global Cross-Scale Interaction for Lightweight Face Detection

    Oct 5, 2026Dohun Kim, Jinmyung JungEfficient Object DetectionMulti-Scale Feature Fusion

    School of Data Science, The University of Suwon, Korea

  3. 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

  4. Consensus-Aware Multi-Source Fusion for Reference-Guided Camouflaged Object Detection

    Sep 30, 2026Junyang Xia, Luocheng Zhang, Wenwen Pan +4Multi-Scale Feature FusionCamouflaged Object Detection

    School of Computer Science, Hangzhou Dianzi University, Hangzhou 310018, China

  5. Detail in Context: A Dual-Scale Machine Learning Framework for Mycosis Fungoides Detection

    Sep 29, 2026Mohamed Hazem, Tarek Waleed, Omar Khaled +8Computational PathologyMedical Diagnosis

    Faculty of Engineering, Cairo University, Giza, Egypt · Dermatology Department, Faculty of Medicine, Cairo University, Cairo, Egypt

  6. M3D-Net: Hierarchical Coordination of Spatial Context, Feature Reuse, and Differential Attention for Mammography Classification

    Sep 23, 2026Zheng Yu, Xinhang Li, Jiabao Gao +2Multi-Scale Feature FusionMedical Image Classification

    Shenzhen Loop Area Institute, Shenzhen, China · The Chinese University of Hong Kong, Shenzhen, China · Shenzhen Research Institute of Big Data, Shenzhen, China

  7. CMAMBADEPTH: Self-supervised Monocular Depth Estimation with Channel Mamba and Hybrid Attention

    Sep 21, 2026Xuezhi Xiang, Jiayao Liu, Heqi Xiang +3Monocular Depth EstimationMulti-Scale Feature Fusion

    School of Information and Communication Engineering, Harbin Engineering University, Harbin 150001, China · Key Laboratory of Advanced Marine Communication and Information Technology, Harbin 150001, China · Department of Computer Science, University of Toronto, Toronto ON M5S 2E4, Canada +1

  8. HyperAMS-Net: Adaptive Multi-Scale Spatial Hypergraph Network for Brain Disorder Classification

    Sep 17, 2026Proloy Kumar Mondal, Md Kamran Hussin Chowdhury, Hoi Leong LeeMedical DiagnosisMulti-Scale Feature Fusion

    Department of Computer Science and Engineering, University of North Texas, Denton, Texas, USA · Inje University, Gimhae-si, Republic of Korea · Faculty of Electronic Engineering and Technology, Universiti Malaysia Perlis, Arau, Malaysia

  9. HiLNO: A Hierarchical Latent Neural Operator with Multi-Scale Supervision for PDEs on General Geometries

    Sep 16, 2026Zhicheng Hu, Jiacheng Li, Min YangHierarchical Representation LearningMulti-Scale Feature Fusion

    School of Mathematics, Nanjing University of Aeronautics and Astronautics, Nanjing, 211106, China · Key Laboratory of Mathematical Modelling and High Performance Computing of Air Vehicles (NUAA), MIIT, Nanjing, 211106, China · School of Mathematics and Information Sciences, Yantai University, Yantai, China

  10. GraLoD: Graphics-Inspired Continuous Level-of-Detail Learning for Image Restoration

    Sep 15, 2026Hu Gao, Lizhuang Ma, Yulong ChenMulti-Scale Feature FusionAll-in-One Image Restoration

    Department of Computer Science Shanghai Jiao Tong University Shanghai, China · Department of Architecture and Design Harbin Institute of Technology Heilongjiang, China

  11. ESAFusion: LiDAR--4-D Radar Fusion via Local Geometric Complementation and Multiscale Adaptive Interaction for 3-D Object Detection

    Sep 13, 2026Gang Ma, Senjie Hu, Junjie Liu +2Multi-Scale Feature Fusion3D Object Detection

    School of Future Technology, Shanghai University, Shanghai 200444, China

  12. SCINTILLA-SNN: A Spiking Multi-Scale Selective Aggregation Network for Perineural Invasion Prediction

    Sep 11, 2026Youngung Han, Yului Jeong, Kyeonghun Kim +11Multi-Scale Feature FusionSpiking Neural Networks

    Seoul National University, Seoul, Republic of Korea · OUTTA, Seoul, Republic of Korea · Kyung Hee University, Seoul, Republic of Korea +2

  13. A Dynamic Fusion Large Language Model for Traffic Flow Prediction

    Sep 11, 2026Xue Qiu, Jianli XiaoIntelligent Transportation SystemsTraffic Flow Estimation

    School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, China

  14. Vision Transformer-Based Multi-Level Feature Fusion for Multi-Label Sewer Defect Classification

    Sep 11, 2026Xu Fang, Zhuoran Wang, Qing Li +4Vision TransformerMulti-Scale Feature Fusion

    Shenzhen Polytechnic University, Shenzhen, China. · City University of Hong Kong, Hong Kong, China. · Pengcheng Laboratory, Shenzhen, China. +1

  15. ScopeMamba-YOLO: Widening the Perceptual Scope Inward and Outward for Small Object Detection in Remote Sensing Imagery

    Sep 9, 2026Junjie Fan, Yijun Mai, Linduo Wei +5Remote Sensing Image UnderstandingRemote Sensing Small Object Detection

    School of Intellectual Property, Nanjing University of Science and Technology, Nanjing 210094, China · School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing 210094, China · School of Economics and Management, Nanjing University of Science and Technology, Nanjing 210094, China

  16. CLFTv2: Efficient Camera-LiDAR Fusion for Semantic Segmentation via Hierarchical Feature Pyramids

    Sep 9, 2026Toomas Tahves, Mauro Bellone, Raivo SellCamera-LiDAR FusionAutonomous Driving Perception

    Department of Mechanical and Industrial Engineering, Tallinn University of Technology, Tallinn, Estonia · FinEst Centre for Smart Cities, Tallinn University of Technology, Tallinn, Estonia · Universitas Mercatorum, Rome, Italy

  17. MARS-CLIP: Multi-Resolution and Attention Refined Zero-Shot Image Segmentation

    Sep 8, 2026Nagito Saito, Shintaro Ito, Koichi Ito +1Multi-Scale Feature FusionBoundary-Aware Segmentation

    Graduate School of Information Sciences, Tohoku University, Japan.

  18. PICANet: Physics-Informed Cascaded Asymmetric Network for Infrared Small Target Detection

    Sep 7, 2026Jingjing Liu, Yinchao Han, Xianchao Xiu +2Infrared Small Target DetectionMulti-Scale Feature Fusion

    Shanghai Key Laboratory of Automobile Intelligent Network Interaction Chip and System, School of Microelectronics, Shanghai University, Shanghai 200444, China · School of Mechatronic Engineering and Automation, Shanghai University, Shanghai 200444, China · School of Intelligent Systems Engineering, Sun Yat-sen University, Guangzhou 510275, China

  19. KSG-Net: Key-Sparse and Global-Context Learning for Maritime 3D Ship Detection

    Sep 2, 2026Zhouyuan Huai, Meiqi Wan, Yan Yang +4Lidar-Based 3D Object DetectionMulti-Scale Feature Fusion

    School of Computer Science and Technology, Wuhan University of Science and Technology, Wuhan 430065, China · State Key Laboratory of Robotics and Intelligent Systems, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China · China University of Chinese Academy of Sciences, Beijing 100049, China +1

  20. IT-TextFusion: Iterative Text-Image Interaction with Text-Guided Residual Refinement for Degradation-Aware Image Fusion

    Sep 1, 2026Siyang Liu, Peiyi Zhou, Tianle Jin +3Multi-Source Image FusionInfrared-Visible Image Fusion

    Chair of Robotics, Artificial Intelligence and Real-time Systems, Technical University of Munich, Munich, Germany · School of Automation, Southeast University, Nanjing, China

  21. SPLG-Mamba: Structure-Preserving Local-Global Mamba Network for Salient Object Detection in Optical Remote Sensing Images

    Aug 30, 2026Yi Xu, Ruichao Hou, Tongwei Ren +1MambaSalient Object Detection

    State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, 210008, Jiangsu, China · School of Elite Biomedical Engineers and the Institute for Interdisciplinary Intelligent Pharmacy, China Pharmaceutical University, Nanjing 211198, China

  22. DCA-MoE: Spatially Adaptive Cross-Layer Fusion and Density-Routed Experts for Crowd Counting

    Aug 15, 2026Hao WangCrowd CountingMulti-Scale Feature Fusion

    BDNRC

  23. EGM-Det: Entropy-Guided Multimodal Adaptive Fusion for UAV RGB-IR Object Detection

    Aug 12, 2026Cunzheng Fan, Dawei Yan, Guanlin Wang +4Infrared Object DetectionMulti-Scale Feature Fusion

    School of Cybersecurity, Northwestern Polytechnical University, Xi’an 710072, China · School of Automation and Software Engineering, Shanxi University, Taiyuan 030006, China

  24. A Time-Frequency Dual-Domain Multi-Scale Convolutional Neural Network for Bearing Fault Diagnosis under Strong Noise

    Aug 10, 2026Yanxi Ding, Tingyue JiaMulti-Scale Feature FusionConvolutional Neural Networks

    School of Engineering China University of Petroleum-Beijing at Karamay Campus Karamay, China

  25. A Multi-Scale Temporal Framework with Dynamic Fusion for EEG-Based Emotion Recognition

    Aug 10, 2026Stefanos Gkikas, Yang Guo, Guangliang Li +3Multi-Scale Feature FusionEEG Emotion Recognition

    Honda Research Institute Japan Wako City, Japan · Faculty of Information Science and Engineering Ocean University of China Qingdao, China · BioSIS (Biosensing & Intelligent Systems) Lab Centre for Intelligent Computing and Systems University of Canberra Canberra, Australia +1

  26. Topology-Aware Global-Local Mamba Networks for Palm Vein Biometrics

    Aug 9, 2026Zhengxi Wu, Felix Marattukalam, Waleed H. AbdullaBiometric IdentificationMulti-Scale Feature Fusion

    University of Auckland, New Zealand

  27. CDGC-Net: 3D Medical Image Segmentation with Cooperative Dual-Scale Self-Attention and Grouped Channel Modeling

    Aug 9, 2026Zheyang Jing, Qin Lu, Jianwang Li +3Self-AttentionMulti-Scale Feature Fusion

    Nanchang Hangkong University, Nanchang, China

  28. PE-Mamba: Bidirectional Selective Layer Aggregation for AI-Generated Image Detection

    Aug 8, 2026Kutub Uddin, Nusrat Tasnim, Khalid MalikVision TransformerMulti-Scale Feature Fusion

    College of Innovation & Technology, University of Michigan-Flint, Michigan, US · School of Electronics and Information Engineering, Korea Aerospace University, Goyang, South Korea

  29. URNet: A Unified Reparameterized Network for Efficient RGB-D Semantic Segmentation

    Aug 6, 2026Guoan Xu, Zhengxue Wang, Yang Xiao +3Multi-Scale Feature FusionMultimodal Fusion

    University of Technology Sydney Sydney, New South Wales, Australia · Nanjing University of Science and Technology Nanjing, China · Honor Device Co., Ltd. Beijing, China +1

  30. DRPFNet: Dual-domain Residual Progressive Fusion Network for RGB-Thermal Object Detection

    Aug 4, 2026Zian Wang, Changchun LiMultispectral Object DetectionInfrared Object Detection

    College of Computer Science and Technology, Jilin University, China