Feature Fusion

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12 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

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  1. DetRefiner: Model-Agnostic Detection Refinement with Feature Fusion Transformer

    May 11, 2026Soichiro Okazaki, Tatsuya Sasaki, Hiroki OhashiOpen-Vocabulary Object DetectionObject Detection

    Hitachi, Ltd. Research and Development Group, Japan

  2. MicroFuse: Protein-to-Genome Expert Fusion for Microbial Operon Reasoning

    May 9, 2026Seungik ChoGenomicsMultimodal Fusion

    Department of Physics and Astronomy, Rice University, Texas, USA.

  3. Unified Multimodal Visual Tracking with Dual Mixture-of-Experts

    May 5, 2026Lingyi Hong, Jinglun Li, Xinyu Zhou +6Cross-Modal LearningMultimodal Robustness

    Shanghai Key Lab of Intelligent Information Processing, College of Computer Science and Artificial Intelligence, Fudan University

  4. Unified Map Prior Encoder for Mapping and Planning

    May 4, 2026Zongzheng Zhang, Sizhe Zou, Guantian Zheng +12End-to-End Autonomous DrivingAutonomous Driving

    Institute for AI Industry Research (AIR), Tsinghua University. · Bosch Corporate Research, China. · Shanghai Jiao Tong University. +1

  5. Triple Spectral Fusion for Sensor-based Human Activity Recognition

    May 4, 2026Ye Zhang, Longguang Wang, Qing Gao +3Graph Signal ProcessingHuman Activity Recognition

    School of Electronics and Communication Engineering, the Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen 518107, China · Aviation University of Air Force, Changchun 130012, China · College of Computer Science, Chongqing University, Chongqing 400044, China +1

  6. M\textsuperscript{4}Fuse: Lightweight State-Space MoE with a Cross-Scale Gating Bridge for Brain Tumor Segmentation

    May 4, 2026Meihua Zhou, Xinyu Tong, Li YangImage SegmentationMulti-Scale Feature Fusion

    University of Chinese Academy of Sciences · 2Wannan Medical University

  7. MER-DG: Modality-Entropy Regularization for Multimodal Domain Generalization

    May 3, 2026Yavuz Yarici, Ghassan AlRegibDomain GeneralizationCross-Domain Generalization

    1OLIVES at the Center for Signal and Information Processing CSIP, School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA.

  8. BOLT: Online Lightweight Adaptation for Preparation-Free Heterogeneous Cooperative Perception

    May 1, 2026Kang Yang, Tianci Bu, Peng Wang +2Cooperative PerceptionAdaptive Learning

    Renmin University of China · National University of Defense Technology

  9. Linguistically Informed Multimodal Fusion for Vietnamese Scene-Text Image Captioning: Dataset, Graph Framework, and Phonological Attention

    Apr 30, 2026Nhi Ngoc-Yen Nguyen, Anh-Duc Nguyen, Nghia Hieu Nguyen +2Image CaptioningLow-Resource Language Processing

    Faculty of Information Science and Engineering · University of Information Technology · Vietnam National University, Ho Chi Minh, Viet Nam

  10. Control Your Queries: Heterogeneous Query Interaction for Camera-Radar Fusion

    Apr 28, 2026Jialong Wu, Yihan Wang, Matthias RottmannCamera-Radar FusionAutonomous Driving Perception

    1Osnabrück University · 3Aptiv Services Deutschland GmbH · University of Wuppertal

  11. A Heterogeneous Two-Stream Framework for Video Action Recognition with Comparative Fusion Analysis

    Apr 25, 2026Md. Afzalur Rahaman, Tahmid RahmanVideo Action RecognitionCross-Modal Attention

    Department of Computer Science & Engineering Hamdard University Bangladesh Munshiganj, Bangladesh

  12. Multilevel neural networks with dual-stage feature fusion for human activity recognition

    Apr 17, 2026Abeer FathAllah Brery, Ascensión Gallardo-Antolín, Israel Gonzalez-Carrasco +1Human Activity RecognitionRecurrent Neural Networks

  13. Towards Automated Solar Panel Integrity: Hybrid Deep Feature Extraction for Advanced Surface Defect Identification

    Apr 13, 2026Muhammad Junaid Asif, Muhammad Saad Rafaqat, Usman Nazakat +2Industrial InspectionFeature Fusion

    Artificial Intelligence Technology Centre (AITeC), National Centre for Physics (NCP), Islamabad 44000, Pakistan · School of Computing, Pak-Austria Fachhochschule: Institute of Applied Sciences and Technology (PAFIAST), Haripur 22620, Pakistan

  14. COMPASS: Fusion-Matched Supervision for Missing-Modality Human Sensing

    Apr 2, 2026Hao Wang, Yanyu Qian, Pengcheng Weng +4Missing-Modality LearningHuman Activity Recognition

    Universität Bern, Switzerland · Xi’an Jiaotong University, China · Nanyang Technological University, Singapore

  15. GaussianCaR: Gaussian Splatting for Efficient Camera-Radar Fusion

    Feb 9, 2026Santiago Montiel-Marín, Miguel Antunes-García, Fabio Sánchez-García +3Camera-Radar FusionAutonomous Driving Perception

    Department of Electronics. University of Alcalá, Spain. · Department of Cognitive Robotics. Delft University of Technology, The Netherlands.

  16. FDRMFL: Multimodal Federated Feature Extraction Model Based on Information Maximization and Contrastive Learning

    Nov 30, 2025Haozhe WuMultimodal Federated LearningNon-IID Federated Learning

    School of Computing and Data Science, The University of Hong Kong, Hong Kong SAR, China

  17. MGDFIS: Multi-scale Global-detail Feature Integration Strategy for Small Object Detection

    Jun 15, 2025Yuxiang Wang, Xuecheng Bai, Chuanzhi Xu +2Remote Sensing Small Object DetectionSmall Object Detection

    School of Computer Science, The University of Sydney, Sydney, Australia · 2Aviation Traffic Control Technology (SHENZHEN) Co., Ltd., Shenzhen, China