Multi-Scale Feature Fusion

Ask about this topic

Momentum

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

Jul 13Week of Sep 28
View on map

Latest papers 121

All topics
CardsList

  1. 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

  2. MSCM-net: A hyperspectral image classiffcation method based on multi-scale convolution and Mamba

    Jul 30, 2026Jianjun Chen, Linlin Wang, Lifang Chang +4Channel AttentionMulti-Scale Feature Fusion

    Qingdao University of Technology, Qingdao, 266520, China · Nanyang Technological University, Singapore, 639798, Singapore

  3. LGFNet: A CTC-Guided Local-Global Fusion Framework for Single-Channel Sleep Staging

    Jul 28, 2026Chongjian Wang, Zhenghang Hou, Junjie Gao +3Cross-Subject EEG DecodingElectroencephalography

    School of Mathematics and Systems Science, Shandong University of Science and Technology, Qingdao, 266590, Shandong, China · School of Artificial Intelligence, Shandong Women’s University, Jinan, 250352, Shandong, China · School of Computer Science and Engineering, South China University of Technology, Guangzhou, 510641, Guangdong, China

  4. MAViE: A Multi-scale Adaptive Vision Encoder for Fine-grained Visual Perception and Efficient Multimodal Reasoning

    Jul 27, 2026Shaofei LeiEfficient VLM InferenceMulti-Scale Feature Fusion

  5. CrossSpine: Multi-scale Cross-sequence Attention with Anatomical Priors for Automated Pfirrmann Grading

    Jul 22, 2026Hai Son Nguyen, Duong Ngoc Vu, Trong-Nghia Nguyen +5Cross-AttentionMedical Image Analysis

    Business AI Lab, College of Technology, National Economics University, Vietnam · Medical Imaging & Radiological Technology Department, Faculty of Medical Technology, Phenikaa School of Medicine & Pharmacy, Phenikaa University, Vietnam · Radiology & Functional Exploration Center, Phenikaa University Hospital, Vietnam +2

  6. Point Ladder Tuning: Parameter-Efficient Hierarchical Adaptation for 3D Point Cloud Understanding

    Jul 21, 2026Junlin Chang, Longhao Zou, Rui Li3D Point Cloud SegmentationPoint Cloud Classification

    Beihang University, Beijing · Pengcheng Laboratory, Shenzhen

  7. HyBDM: Multi-Scale Hybrid Experts for Time Series Forecasting with Bidirectional Dependency Modeling

    Jul 18, 2026Wenqiang Ma, Chen Cheng, Xue Cheng +1Multivariate Time Series ForecastingMulti-Scale Feature Fusion

    Soul of Harlequin Lab

  8. DPNeXt: A Lightweight Multi-Scale Feature Fusion Framework for Efficient ViT-Based Multi-Task Dense Prediction

    Jul 17, 2026Jehun Kang, Jungha Wang, Youngjun Hwang +1Multi-Task LearningMulti-Scale Feature Fusion

    School of Electrical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea

  9. A multi-scale feature enhanced graph neural network for fluid dynamics prediction in complex geometries

    Jul 13, 2026Li Xiao, Tianyu Li, Yiye Zou +2Graph Neural NetworksPDE Surrogate Modeling

  10. Difference-Driven Gating: Adaptive Feature Fusion for U-Net Decoder

    Jul 13, 2026Kai Li, Xuechao Zou, Jiashen Fu +3U-NetMulti-Scale Feature Fusion

    Chinese Institute for Brain Research (CIBR), Beijing, China. · Department of Computer Science and Technology, Tsinghua University, Beijing, China.

  11. LoSA-Net: A Localized and Scale-Adaptive Network for Boundary-Sensitive Prediction of Perineural Invasion in 3D MRI

    Jul 13, 2026Youngung Han, Hyunsu Go, Kyeonghun Kim +9Self-AttentionMulti-Scale Feature Fusion

    Seoul National University, Seoul, Republic of Korea · OUTTA, Seoul, Republic of Korea · Chung-Ang University, Seoul, Republic of Korea +3

  12. MMA-Former: Multi-Window Mixture-of-Head Attention Transformer for Adaptive PNI Prediction in 3D MRI

    Jul 13, 2026Youngung Han, Induk Um, Kyeonghun Kim +93D ViTs3D Medical Imaging

    Seoul National University, Seoul, Republic of Korea · Chung-Ang University, Seoul, Republic of Korea · OUTTA, Seoul, Republic of Korea +3

  13. Multi-Scale Convolution with Optimal Transport Attention Effect on Multivariate Time Series

    Jul 12, 2026HaoChong Fu, Jian XuMultivariate Time Series ForecastingMulti-Scale Feature Fusion

    Institute of Collaborative Innovation · University of Macau · Macau, China +2

  14. ScratNet: A Swin-Based Multi-Scale Dilated Network with Precision Refinement for Semiconductor Scratch Segmentation

    Jul 11, 2026Sachin Ranjan, Hoon KimImage SegmentationVision Transformer

    Machine Intelligence and Data Science (MINDS) Lab and the M.S. Program in Electronics Engineering, Incheon National University, Incheon 22012, South Korea · Machine Intelligence and Data Science (MINDS) Lab and the Department of Electronics Engineering, Incheon National University, Incheon 22012, South Korea

  15. Multi-Resolution Feature Stem for Diabetic Retinopathy lesion segmentation

    Jul 9, 2026Indranil Dutta, Taehee JeongU-NetMulti-Scale Feature Fusion

    San Jose State University

  16. LDFE: Laplacian Decoupled Feature Enhancement Block for Dual-Stream CNN-based RGB-IR Object Detection

    Jul 9, 2026Wenhao Dong, Xiaoyan Luo, Linlin Yang +4Multispectral Object DetectionInfrared Object Detection

    Beihang University, Beijing, 102206, China · State Key Laboratory of High-Efficiency Reusable Aerospace Transportation Technology, The School of Astronautics, Beihang University, Beijing, 102206, China · The National Key Laboratory of Integrated Air-Ground Navigation Technologies, The School of Astronautics, Beihang University, Beijing, 102206, China +7

  17. 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

  18. FSDC-DETR: A Frequency-Spatial Domain Collaborative DETR for Small Object Detection

    Jul 6, 2026Aiwen Liu, Chengguang Zhu, Gang Wang +5Small Object DetectionDetection Transformer

    Micro-Intelligence, Shanghai 201100, China · East China Normal University, Shanghai 200241, China · Chongqing Normal University, Chongqing 401331, China +1

  19. Fully Rotation-Equivariant Spectral-Spatial Learning for Multispectral Object Detection

    Jul 6, 2026Peng Zhang, Tingfa Xu, Shuaihao Han +1Multispectral Object DetectionEquivariant Neural Networks

    Beijing Institute of Technology, Beijing, China

  20. FRFDet: Efficient UAV Small Object Detection with Symmetric Sampling and Scalable Fusion

    Jul 5, 2026Yunzhong Si, Huiying Xu, Xinzhong Zhu +4Remote Sensing Small Object DetectionSmall Object Detection

    College of Computer Science and Technology, Zhejiang Normal University, Jinhua, China · Hangzhou School of Automation, Zhejiang Normal University, Hangzhou, China · Beijing Geekplus Technology Co., Ltd, Beijing, China

  21. Enhanced Feature Extraction for IoT Network Intrusion Detection Using GNNs and KAN

    Jul 3, 2026Long Zhao, Shixun Ji, Bin Cheng +1Graph Neural NetworksIoT Intrusion Detection

    Department of Control Science & Engineering, Tongji University, Shanghai 201804, China · National Key Laboratory of Autonomous Intelligent Unmanned Systems, Shanghai 201203, China

  22. HistoSeg++: Delving deeper with attention and multiscale feature fusion for biomarker segmentation

    Jul 2, 2026Saad Wazir, Rao Faizan, Daeyoung KimU-NetMulti-Scale Feature Fusion

    School of Computing, KAIST Daejeon, Republic of Korea · Kyung Hee University (Global Campus) Yongin-si, Republic of Korea

  23. Towards Robust Driving Perception: A Flexible Scale-Driven Family for Self-Supervised Monocular Depth Estimation

    Jul 1, 2026Zhaowen Zhu, Li Zhang, Yujie Chen +3Depth EstimationMonocular Depth Estimation

    Hefei University of Technology, Hefei, China · Chengpin Home Tech, Nanjing, China · Differential Robotics, Hangzhou, China +1

  24. Enhancing Oracle Bone Inscription Recognition via Multi-Scale Layer Attention

    Jun 30, 2026Chaowen Yan, Kaishen Wang, Yong Wang +2Multi-Scale Feature FusionAttention Mechanisms

    aAcademy of Chinese Traditional Culture, Sichuan Normal University, Chengdu, China · bCollege of Computer Science, Sichuan University, Chengdu, China · cSchool of Artificial Intelligence, Sichuan University, Chengdu, China

  25. MLFFM-SegDiff: A Multi-Level Feature Fusion Diffusion Model for Skin Lesion Segmentation

    Jun 25, 2026Jingjun Gu, Chaojie Shen, Yifeng Cao +3Multi-Scale Feature FusionMedical Image Segmentation

    Keyi College of Zhejiang Sci-Tech University, Shaoxing, China · Zhejiang Lanchen Digital Intelligence Technology Co., Ltd., Hangzhou, China · School of Software Technology, Zhejiang University, Hangzhou, China +2

  26. DCSNet: Multiscale Feature Aggregation for Small Medical Object Segmentation with Detection-guided Hierarchical Cropping

    Jun 24, 2026Shanfeng Zhang, Bo Gou, Yue Cao +3Image SegmentationMulti-Scale Feature Fusion

    College of Computer Science, Sichuan University, 610065, Chengdu, China · The First Affiliated Hospital of Chengdu Medical College, School of Clinical Medicine, Chengdu Medical College, 610065, Chengdu, China · School of Artificial Intelligence, Sichuan University, 610065, Chengdu, China

  27. LinStereo: Linear-Complexity Global Attention for Multi-Scale Iterative Stereo Matching

    Jun 24, 2026Yiran Wang, Oliver Turner, Viorela IlaMulti-Scale Feature FusionStereo Matching

    Australian Centre for Robotics (ACFR), School of Aerospace, Mechanical and Mechatronic Engineering (AMME), Faculty of Engineering, The University of Sydney, Sydney, NSW, Australia

  28. UECP: Uncertainty-Enhanced Collaborative Perception

    Jun 22, 2026Kang Yang, Tianci Bu, Peng Wang +3Uncertainty QuantificationAutonomous Driving Perception

    Renmin University of China, Beijing, China · College of Systems Engineering, National University of Defense Technology, Changsha, China · Intelligent Shipping Center, China Waterborne Transport Research Institute, Beijing, China

  29. Boosting Neural Video Codec via Scale-Driven Online Flow Refinement

    Jun 22, 2026Tiange Zhang, Rongqun Lin, Haocheng Tang +4Optical FlowMulti-Scale Feature Fusion

    1Peking University Shenzhen Graduate School · 2Pengcheng Laboratory · School of Computer Science, Peking University +2

  30. U2^2Mamba: A Two-level Nested U-structure Mamba for Salient Object Detection

    Jun 18, 2026Junhui Li, Jialu Li, Youshan ZhangMambaU-Net

    School of Electronics and Information Engineering, University of Science and Technology Liaoning, China · School of Artificial Intelligence, Chuzhou University, Anhui, China · MS in Artificial Intelligence, Yeshiva University, New York, USA