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. CoHyFuse: Condition-wise Hypergraph Fusion with Global Connectome in Task-fMRI

    Oct 5, 2026Boseong Kim, Haejun Chung, Ikbeom JangFunctional ConnectivityNeuroimaging

    Hanyang University, Seoul, Republic of Korea · Hankuk University of Foreign Studies, Yongin, Republic of Korea

  2. GateSPINE: Gated Cross-View Fusion for Lumbar Spine MRI Report Generation

    Sep 30, 2026Hoang Nguyen Van, Cuong Vuong Tuan, Trang Mai Xuan +3Radiology Report GenerationMagnetic Resonance Imaging

    Applied AI Lab, Phenikaa University, Hanoi, 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 +1

  3. Fusion techniques of time frequency-based images to predict the outcome of rTMS depression therapy

    Sep 30, 2026Wael Korani, Md Fahimul Kabir Chowdhury, Mohammed Aledhari +2ElectroencephalographyClinical Outcome Prediction

  4. Training-Free Affinity Fusion of Neural and Embedding-Based Speaker Diarization

    Sep 30, 2026Yehoshua Dissen, Joseph Keshet, Eduard GolshteinSpeaker DiarizationFeature Fusion

    Linguana · Technion – Israel Institute of Technology

  5. Multichannel Audio Quality Assessment: Extending Pretrained Perceptual Models to Spatial Audio

    Sep 29, 2026Gouthaman KV, Shiv Gehlot, Vishnu Raj +2Spatial AudioFeature Fusion

    Dolby Laboratories

  6. Multi-Depth Temporal Fusion for Feedforward, Locally Trained Spiking Neural Networks

    Sep 29, 2026Aidin Attar, Eleonora Cicciarella, Michele RossiSpiking Neural NetworksFeature Fusion

    Department of Information Engineering, University of Padua Padua, Italy

  7. DBCF: Dual-Branch Complementary Fusion of Foundation Models for Generalized Deepfake Detection

    Sep 28, 2026Fengming Gu, Mingjie He, Zonghui Guo +2Vision Foundation Model AdaptationDeepfake Detection

    School of Advanced Interdisciplinary Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China · State Key Laboratory of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, 100190, China · University of Chinese Academy of Sciences, Beijing, 100049, China +1

  8. FuseReg: Regularizing Layer Fusion Mitigates the Reconstruction-Generation Gap in Representation Autoencoders

    Sep 25, 2026Hongyang Du, Yunfei Xie, Junjie Ye +13AutoencodersImage Reconstruction

    USC PSI Lab · Brown University · Rice University +4

  9. Complementary Roles of Radiomics and Foundation Representations in Renal Cell Carcinoma Classification: A Comparative Study of 2D and 3D CT Encodings

    Sep 22, 2026Yuan Liang, Sourav Bhattacharjee, Abraham CampbellMedical Imaging Foundation ModelsOncology

    Research Ireland Centre for Research Training in Machine Learning · School of Computer Science, University College Dublin, Dublin, Ireland · School of Veterinary Medicine, University College Dublin, Dublin, Ireland

  10. Alliance Beats Isolation: Unifying Heterogeneous Allied Datasets Improves Classifier Performance

    Sep 17, 2026Girish Keshav PalshikarCross-Domain Transfer LearningClassification

  11. Predicting Collision Cross Sections with GRACE: Geometric Residual Adduct Conditioning via Early-fusion

    Sep 14, 2026Parthasarathy Suryanarayanan, Susanta Das, Shreyans Sethi +3Molecular Property PredictionMass Spectrometry

    IBM Research, Yorktown Heights, NY 10598, United States · Center for Computational Life Sciences, Cleveland Clinic Research, The Cleveland Clinic, Cleveland, OH 44195, United States · Department of Chemistry, Michigan State University, East Lansing, Michigan 48824, United States

  12. VertiFuseX: Generalizable Financial Forecasting via Multi-Stream Temporal Fusion

    Sep 14, 2026Aashish Bohra, Vivek VijayFinancial ForecastingNon-Stationary Time Series Forecasting

    Department of Computer Science and Engineering, Indian Institute of Technology Jodhpur, Jodhpur, Rajasthan, India · Department of Mathematics, Indian Institute of Technology Jodhpur, Jodhour, Inida

  13. HiPerViT: A Hierarchical Perceiver-Vision Transformer Architecture for Multi-Scale Texture Recognition

    Sep 11, 2026João Pedro C. A. de Sá, Odemir Martinez BrunoVisual Representation LearningVision Transformer

    Institute of Mathematics and Computer Sciences (ICMC), University of São Paulo (USP), Avenida Trabalhador São-carlense, 400, São Carlos, SP 13566-590, Brazil · São Carlos Institute of Physics (IFSC), University of São Paulo (USP), Avenida Trabalhador São-carlense, 400, São Carlos, SP 13566-590, Brazil

  14. A Multi-Branch Feature Fusion Approach for Health Misinformation Detection and Propagation

    Aug 31, 2026Mkululi Sikosana, Sean Maudsley-Barton, Oluwaseun AjaoFake News DetectionAutomated Fact-Checking

    Department Of Computing And Mathematics, Manchester Metropolitan University, Manchester, UK

  15. Static in Frames, Dynamic in Events: Rethinking Features in Event Cameras as Motion Cues

    Aug 11, 2026Hesam Araghi, Jan van Gemert, Nergis TomenOptical FlowEvent-Based Vision

    Computer Vision Lab, Delft University of Technology

  16. KnifeHunter: Structured Local Representation Learning for Fine-Grained Knife Image Retrieval in Law Enforcement

    Aug 7, 2026Syed Sameed Husain, Eng-Jon Ong, Stephen Simpson +3Fine-Grained Image RetrievalDigital Forensics

    Centre for Vision, Speech and Signal Processing, University of Surrey, Guildford GU27XH, UK · Metropolitan Police UK

  17. LIRA: Local Cross-Layer Information Routing for Vision-Language-Action Decoding

    Aug 6, 2026Zhewei Zhang, Puyue Wang, Guanren Qiao +10Robotic ManipulationVision-Language-Action Models

  18. Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion

    Aug 2, 2026Yuxiang Xiao, Yang Hu, Bin Li +5Computational PathologyPathology Foundation Models

    School of Computer Science and Engineering, South China University of Technology, China · School of Computing and Mathematical Sciences, University of Leicester, UK · Leicester Cancer Research Centre, University of Leicester, UK +4

  19. Finding Change in Satellite Archives from Text: How to Combine Before-and-After Images Efficiently

    Jul 30, 2026Simon Roy, Mark Bong, Giovanni BeltrameLearned Image CompressionRemote Sensing Change Detection

    Polytechnique Montréal, Montréal, QC, Canada

  20. SAFViT: Spatial Attention Fusion Gating for Vision Transformer-Based Nucleus Segmentation and Classification

    Jul 30, 2026Harshit Mittal, Arash RabbaniPanoptic SegmentationHistopathology Image Segmentation

  21. ReLATE: Reliability-Guided Evidence Fusion for Robust UAV--Satellite cross-view Geo-Localization

    Jul 28, 2026Haochen Jiang, Jialei Pan, Yuzhe Sun +4Image Corruption RobustnessCross-View Geo-Localization

    School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin 150001, China · National Key Laboratory of Radar Detection and Sensing, Nanjing Research Institute of Electronics Technology, Nanjing 210039, China · School of Electrical and Electronic Engineering, University of Manchester, Manchester M13 9PL, United Kingdom

  22. Beyond Appearance: A Multi-cue Framework and Large-scale Benchmark for Pedestrian Association and Tracking on Mobile Aerial-Ground Platforms

    Jul 26, 2026Ruiqi Wu, Bingliang Jiao, Ruize Han +6Feature FusionMulti-Object Tracking

    School of Computer Science, Northwestern Polytechnical University, Xi’an, China · Ningbo Institute, Northwestern Polytechnical University, Ningbo 315000, China · National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, Xi’an, China

  23. Rethinking Multi-Branch and Cross-Backbone Fusion for Vehicle Re-Identification under Foundation-Model Pretraining

    Jul 24, 2026Yu Wang, Hongyu YangVision Foundation ModelsHybrid CNN-Transformer Architectures

    Huahuan (Yunnan) Technology Co., Ltd., Yunnan, China

  24. Improving the performance of an ASV system using hybrid speech features

    Jul 22, 2026Stanisław Ciszkiewicz, Artur JanickiSpeaker VerificationSpeech Processing

    Warsaw University of Technology Warsaw, Poland

  25. How Does Urban Context Relate to Residential Building Health? A Vision-POI Fusion Framework for Building-Level Housing Inspection

    Jul 22, 2026Kun Zhao, Helei Ren, Guilin Tang +8Feature Fusion

    School of Information Management, Qingdao University of Technology, Qingdao, 266520, Shandong, P. R. China · Embodied AI & Robot Research Institute, Qingdao University of Technology, Qingdao, 266520, Shandong, P. R. China · Department of Urban Planning and Design, Xi’an Jiaotong-Liverpool University, Suzhou, 215123, P. R. China +2

  26. CoGoal3D: Collaborative 3D Object Detection with 3D-Aware Fusion and Refinement

    Jul 21, 2026Zhihao Yang, Zhiyu Xiang, Peng Xu +5Point Cloud Surface Reconstruction3D Object Detection

    Zhejiang University, Hangzhou, China · Zhejiang Provincial Key Laboratory of Multi-Modal Communication Networks and Intelligent Information Processing, Hangzhou, China · China Jiliang University, Hangzhou, China

  27. UVFaceFusion: Fast Multi-view Topologically Consistent Face Reconstruction in the Wild via UV-space Neural Fusion

    Jul 21, 2026Xin Ming, Yuxuan Han, Junhai Yong +13D ReconstructionMulti-View 3D Reconstruction

    School of Software and BNRist, Tsinghua University, China

  28. From Pixel to Prognosis: Convolutional and GLCM Feature Fusion for Automated Four-Class Cataract Severity Classification

    Jul 20, 2026K. Mithra, Prem Kumar SanthanamMedical Image ClassificationAutomated Grading

    Independent Researcher, Information and Communication Engineering, Scottsdale, AZ, USA · Seidenberg School of Computer Science and Information Systems, Pace University, New York City, NY, USA

  29. AffectFuse: Cross-Task Feature Fusion with Temporal Modeling for Multi-Task Affective Behavior Analysis

    Jul 17, 2026Dipit Saha, Mohammad Raihan Rashid, Shah Mohammad Abdul Mannan +2Multi-Task LearningFacial Action Unit Detection

    Bangladesh University of Engineering and Technology

  30. Task-Specific Feature Fusion Method for Multi-Task Affective Behavior Analysis

    Jul 15, 2026Jiajun Sun, Zhe GaoMulti-Task LearningFacial Action Unit Detection

    Shanghai Normal University, Shanghai, China