Multi-Scale Attention

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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. SANet: Selective Attention Network for Infrared Small Target Detection

    Oct 7, 2026Yingmei Zhang, Wangtao Bao, Qin Xiao +5Small Object DetectionInfrared Small Target Detection

    School of Software and Internet of Things Engineering, Jiangxi University of Finance and Economics, Nanchang 330032, China · School of Information Management and Mathematics, Jiangxi University of Finance and Economics, Nanchang 330032, China · School of Computer Science and Technology, Tiangong University, Tianjin 300387, China

  2. Self-attention summary networks for subsurface velocity-model building from common-image gathers

    Oct 7, 2026Shiqin Zeng, Yunlin Zeng, Abhinav Prakash Gahlot +2Inverse ProblemsBayesian Inverse Problems

    Georgia Institute of Technology

  3. No Scale Left Behind: Multi-Scale Autoencoder with Bi-directional Attention for Time Series Anomaly Detection

    Sep 29, 2026Jiaheng Guo, Haochen Zhang, Yu-Chao Huang +3Reconstruction-Based Anomaly DetectionAttention Mechanisms

    UNITES Lab, University of North Carolina at Chapel Hill

  4. MS-GLA: Multi-Scale Gated Linear Attention for Addressing Representational Bottlenecks via Multi-Temporal Resolution

    Sep 28, 2026Prasoon Dev, Anirudh Sankar, Vasudeva VarmaLong-Context Language ModelingGated Attention

    Language Technologies Research Center International Institute of Information Technology Hyderabad Hyderabad, Telangana, India

  5. HSMLA: Hierarchical Softmax Multi-scale Linear Attention for Efficient Vision Transformers

    Aug 7, 2026Dong Liu, Yanxuan Yu, Renata Borovica-Gajic +2Efficient ViTsLinear Attention

    University of California, Los Angeles, USA · Columbia University, USA · The University of Melbourne, Australia +1

  6. Low-light Image Enhancement via Multi-scale Attention combined with Fourier Transform

    Jul 27, 2026Wenbin Du, Jian Long, Zhu CaoFrequency-Domain Feature LearningLow-Light Image Enhancement

    aKey Laboratory of Smart Manufacturing in Energy Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai, 200237, China · bCollege of Electronics and Information Engineering, Tongji University, Shanghai 201804, China · cShanghai Research Institute for Intelligent Autonomous Systems, Tongji University, Shanghai 201210, China

  7. Ms. Forcing: Efficient Streaming Video Generation with Multi-Scale Patchification and Attention

    Jul 23, 2026Zekun Li, Xiaoyan Cong, Hongyu Li +5Video Diffusion ModelsLong-Horizon Video Generation

    1Brown University · 2Massachusetts Institute of Technology · 3Meta

  8. Context-Guided Semantic Alignment for Feature Fusion Networks

    Jun 12, 2026Hyungseop Lee, Jiho Lee, Woochul KangMulti-Scale Feature FusionObject Detection

    Department of Embedded Systems Engineering, Incheon National University, Yeonsu-gu 22012, South Korea

  9. Multiscale POD of Transformer Attention Fields: Scale-Selective Analysis via Morlet Scalogram

    Jun 4, 2026Athanasios ZerisTransformer InterpretabilityProper Orthogonal Decomposition

    Independent Researcher, Athens, Greece.

  10. HyperDiT: Hyper-Connected Transformers for High-Fidelity Pixel-Space Diffusion

    May 15, 2026Yu He, Lichen Ma, Zipeng Guo +5Diffusion TransformerImage Generation

  11. An End-to-End Decision-Aware Multi-Scale Attention-Based Model for Explainable Autonomous Driving

    Apr 30, 2026Maryam Sadat Hosseini Azad, Shahriar Baradaran Shokouhi, Amir Abbas Hamidi Imani +2Explainable Artificial IntelligenceAutonomous Driving

    Department of Electrical Engineering, Iran University of Science and Technology, Tehran, Iran · Department of Computing Science, University of Alberta, Edmonton, AB T6G, Canada

  12. IMPA-Net: Meteorology-Aware Multi-Scale Attention and Dynamic Loss for Extreme Convective Radar Nowcasting

    Apr 27, 2026Haofei Cui, Guangxin He, Juanzhen Sun +5Precipitation ForecastingMulti-Scale Feature Fusion

    Key Laboratory of Meteorological Disaster, Ministry of Education (KLME) / International Joint Research Laboratory on Climate and Environment Change (ILCEC) / Collaborative Innovation Center on Forecast and Evaluation of Meteorological Disasters, Nanjing University of Information Science and Technology, Nanjing 210044, China. · Nanchang Meteorological Bureau, Nanchang 330000, China. · National Center for Atmospheric Research, Boulder, CO 80301, USA. +3

  13. Cascaded Multi-Scale Attention for Enhanced Multi-Scale Feature Extraction and Interaction with Low-Resolution Images

    Dec 3, 2024Xiangyong Lu, Masanori Suganuma, Takayuki OkataniHybrid CNN-Transformer ArchitecturesObject Pose Estimation

    Graduate School of Information Sciences, Tohoku University. · RIKEN Center for AIP