Direct Feature Fusion

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4 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. Bridging Semantic Gaps in RAG through Generated Context Knowledge Fusion

    Sep 29, 2026Xinkai Du, Chao Lv, Yalin Sun +3Agentic Retrieval-Augmented Generation SystemsSemantic Gap

    Beijing Wanlian Zhilian Technology Corporation Limited, Beijing, China · Department of Computer Science and Technology, Tsinghua University, Beijing, China · Sunshine Digital Intelligence Tech Co., Ltd., Beijing, China

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

    Sep 25, 2026Hongyang Du, Yunfei Xie, Junjie Ye +13Autoencoder ArchitecturesAutoregressive Image Generation

    USC PSI Lab · Brown University · Rice University +4

  3. Single-Stream Multi-Feature Fusion with Temporal Robustness for Gait Emotion Recognition

    Sep 11, 2026Shirong Lyu, Silu Quan, Yixuan Ding +1Skeleton-Based Action RecognitionGait Recognition

    College of Computer and Information Science, Southwest University, Chongqing, China · College of Physical Science and Technology, Southwest University, Chongqing, China · Wisesoft Inc., Chengdu, China

  4. SoftRerank: Hierarchical Soft Fusion with Candidate-Label Reranking for Long-Tailed Micro-Action Recognition

    Sep 8, 2026Yichi Zhang, Zhichao Xia, Yanjun Chi +6Open-Vocabulary Action RecognitionFine-Grained Video Understanding

    University of Science and Technology of China · Unisound AI Technology Co., Ltd.

  5. Signature-Guided Capacity Occupancy for Dense Expert Merging

    Aug 10, 2026Lingching Tung, Chi-Jui Kim, Beicheng Xu +2Continual Model MergingMerge

    Peking University · Independent Researcher

  6. Prior-SG: Task and Prior Driven Region Segmentation for Scene Graphs in Arbitrarily-Structured Environments

    Aug 6, 2026Giorgio Tonetti, Laurent Kneip, Abel Gawel +13D Scene GraphsOpen-Vocabulary 3D Segmentation

    RAI Institute · ETH Zurich

  7. GenPrior: Unleashing Text-to-Motion Generative Priors for Zero-Shot Skeleton-based Action Recognition

    Aug 3, 2026Jidong Kuang, Hongsong Wang, Jie GuiSkeleton-Based Action RecognitionText-To-Motion Generation

    School of Cyber Science and Engineering, Southeast University Nanjing, China · School of Computer Science and Engineering, Southeast University Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications Nanjing, China · School of Cyber Science and Engineering, Southeast University Purple Mountain Laboratories Engineering Research Center of Blockchain Application, Supervision and Management Nanjing, China

  8. MAGE-Vein: Multi-Instance Age and Gender Estimation from Finger Vein Images

    Jul 23, 2026Katsuki Tanaka, Koichi Ito, Takafumi Aoki +4AgeFingerprint

    Graduate School of Information Sciences, Tohoku University, Japan. · Hitachi, Ltd., Japan.

  9. Layer-Wise Decision Fusion for Fake Audio Detection Using XLS-R

    Jul 22, 2026Yixuan Xiao, Ngoc Thang VuDiscrete Speech RepresentationsDirect Feature Fusion

    Institute for Natural Language Processing, University of Stuttgart, Germany

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

    Jul 20, 2026K. Mithra, Prem Kumar SanthanamOphthalmologyDirect Feature Fusion

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

  11. 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 +2Direct Feature FusionMultimodal Fusion

    Bangladesh University of Engineering and Technology

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

    Jul 15, 2026Jiajun Sun, Zhe GaoDirect Feature FusionMulti--Task Learning

    Shanghai Normal University, Shanghai, China

  13. Beyond Parallel Tracking: Interactive Multi-Feature Fusion Drives Semantic Reconstruction from Non-invasive Brain Recordings

    Jul 13, 2026Boda Xiao, Xiran Xu, Songyi Li +4Neural RecordingsDirect Feature Fusion

    Center for BioMed-X Research, Academy for Advanced Interdisciplinary Studies,Peking University, Beijing, China · Speech and Hearing Research Center, School of Intelligence Science and Technology,Peking University, Beijing, China · State Key Laboratory of General Artificial Intelligence, Beijing, China +1

  14. HiHR: Hierarchical Hyperbolic Representation for Aerial-Ground Person Re-Identification

    Jul 10, 2026Qiwei Yang, Pingping ZhangRe-IdentificationCross-View Fusion

    Dalian University of Technology, Dalian, China

  15. Token-Based Dual-view Fusion and Adaptation of Large Vision Models for Breast Cancer Classification

    Jul 7, 2026Aysan Ghayouri Pirsoltan, Shima Babakordi, Mohammad Reza MohammadiCross-View FusionMammography

    School of Computer Engineering, Iran University of Science and Technology, Tehran, Iran · School of Computer Engineering, Iran University of Science and technology, Tehran, Iran

  16. Layer-Specific Prompt Fusion Discovery via Differentiable Search in Vision Foundation Models

    Jun 24, 2026Xi Xiao, Xingjian Li, Yunbei Zhang +7Self-Supervised Vision TransformersSoft Prompt Tuning

    UAB · CMU · Tulane +3

  17. Training-free Cross-domain Few-shot Segmentation via Robust Semantic Representation and Matching

    Jun 23, 2026Sujun Sun, Mingwu Ren, Haofeng ZhangFew-Shot SegmentationRecent Vision Foundation Models

    School of Computer Science and Engineering, Nanjing University of Science and Technology, China · State Key Laboratory of Intelligent Manufacturing of Advanced Construction Machinery, China

  18. Training-free Task Classification for Multi-Task Model Merging

    Jun 21, 2026Jungyong Son, Jinwook Jung, Sungyong BaikContinual Model MergingMulti--Task Learning

    Department of Artificial Intelligence Hanyang University · Department of Data Science Hanyang University

  19. FetSelect: Task-Specific Architectures and Self-Supervised Learning for Automated Fetal Ultrasound Frame Selection

    Jun 21, 2026Mahmood Alzubaidi, Raden Muaz, Uzair Shah +4Direct Feature FusionSelf-Supervised Learning

    College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar · LIST Laboratory Department of Electrical Systems Engineering, University of Boumerdes, Boumerdes, Algeria · Sidra Medicine, Doha, Qatar

  20. A Multi-Domain Feature Fusion Framework for Generalizable Deepfake Detection Across Different Generators

    Jun 12, 2026Amna Amjid, Sana Qadir, Mehwish Fatima +1Deepfake DetectionDigital Forensics

    School of Electrical Engineering and Computer Science (SEECS), National University of Sciences and Technology (NUST), Islamabad, Pakistan · Department of Communication, Quality Management and Information Systems, Mid Sweden University, Ostersund Campus, Sweden · Department of Computer Science, Electrical and Space Engineering, Lulea University of Technology, Luleå, Sweden.

  21. Context-Aware Feature-Fusion for Co-occurring Object Detection in Autonomous Driving

    Jun 10, 2026Binay Kumar Singh, Niels Da Vitoria LoboObject DetectionFeature Pyramid

    Department of Computer Science University of Central Florida Orlando, USA

  22. Optimizing 2D Input Representations and Sub-phase Fusion Strategies for Differential Diagnosis of Asthma and COPD Using CNN- and GRU-Based Networks

    Jun 9, 2026Ipek Sen, Ozgur Ozdemir, Elena Battini SonmezRespiratory Sound ClassificationSpectral Features

    Dept. Electrical and Electronics Engineering Istanbul Bilgi University, Turkey · Dept. Computer Engineering Istanbul Bilgi University, Turkey

  23. See More, Match Better: Multi-Source Feature Fusion for Two-View Correspondence Learning

    Jun 8, 2026Xiaojie Li, Xin Jiang, Luanyuan Dai +3Geometric Machine LearningDirect Feature Fusion

    School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing 210094, China · State Key Laboratory of Communication Content Cognition, People’s Daily Online, Beijing, 100733, China · School of Information Science and Technology, University of Science and Technology of China, Hefei 230026, China

  24. HD-DinoMoE: A Class-Aware Hierarchical Dual Mixture-of-Experts Network for Scleral Anomaly Segmentation in Complex Acquisition Scenarios

    Jun 3, 2026Yinxiang Yu, Maoxiang Chu, Qi Niu +7Vessel SegmentationDirect Feature Fusion

    School of Electronic and Information Engineering, University of Science and Technology Liaoning, No.189 Qianshan Middle Road, Lishan District, Anshan, 114051, Liaoning, China

  25. A Hybrid Approach For Malware Classification Using Secondary Features Fusion

    Jun 2, 2026Raja Khurram Shahzad, Muhammad Mustaqeem, Haroon ElahiMalwareDirect Feature Fusion

    Department of Computer and System Science, Mid Sweden University, Östersund Campus, Jämtland, Sweden. · Department of Engineering, Arbisoft (Pvt.) Ltd., Lahore, Punjab, Pakistan. · Department of Computing Science and Engineering, Chalmers University of Technology, Gothenburg, Västerbotten, Sweden.

  26. ATV-Net: Adaptive Triple-View Network with Dynamic Feature Fusion

    May 25, 2026Sheng-Wei Chan, Hsin-Jui Pan, Chun-Po Shen +3Efficient Semantic SegmentationSemantic Segmentation

    Department of Electrical and Computer Engineering, Tamkang University, No.151, Yingzhuan Rd., Tamsui Dist., New Taipei City,2026 251301, Taiwan.

  27. An Interpretable CF-RL-TOPSIS Fusion Model for Skills-Aware Talent Recommendation

    May 22, 2026Özkan CanayJobsCollaborative Filtering

    aSakarya University, Department of Information Systems and Technologies, Faculty of Computer and Information Sciences, Sakarya, Türkiye

  28. An Evidence Hierarchy for Bayesian Object Classification via OSINT-Aided Heterogeneous Sensor Fusion

    May 21, 2026Jan Nausner, Michael HubnerEvent-Guided Sensor-Level FusionDirect Feature Fusion

    Center for Digital Safety & Security, Austrian Institute of Technology GmbH (AIT), Giefinggasse 4, 1210 Vienna, Austria

  29. Metric-Guided Feature Fusion of Visual Foundation Models for Segmentation Tasks

    May 16, 2026Yachan Guo, JoseLuis Gomez Zurita, Danna Xue +2Recent Vision Foundation ModelsDense Prediction

    1Universitat Aut`onoma de Barcelona · 2Computer Vision Center · 3Harbin Institute of Technology, Shenzhen

  30. FeatCal: Feature Calibration for Post-Merging Models

    May 13, 2026Yanggan Gu, Shuo Cai, Zihao Wang +7Continual Model MergingDirect Feature Fusion

    The Hong Kong Polytechnic University (PolyU) · The Chinese University of Hong Kong · PolyU-Daya Bay Technology and Innovation Research Institute

  31. Learning to Reason: Targeted Knowledge Discovery and Fuzzy Logic Update for Robust Image Recognition

    Apr 30, 2026Gurucharan Srinivas, Joshua Niemeijer, Frank KösterFuzzyDirect Feature Fusion

    German Aerospace Center (DLR)

  32. Modeling Induced Pleasure through Cognitive Appraisal Prediction via Multimodal Fusion

    Apr 26, 2026Nastaran Dab, Raziyeh Zall, Mohammadreza KangavariAffective ComputingMultimodal Fusion

    Department of Computer Engineering, Iran University of Science and Technology, Tehran, Iran.

  33. H-SemiS: Hierarchical Fusion of Semi and Self-Supervised Learning for Knee Osteoarthritis Severity Grading

    Apr 25, 2026Chandravardhan Singh Raghaw, Anushka Parwal, Shahid Shafi Dar +2Direct Feature FusionSelf-Supervised Learning

    Department of Computer Science and Engineering, Indian Institute of Technology Indore, Indore 453552, India · Department of Computer Science and Engineering, National Institute of Technology Tiruchirappalli, Tiruchirappalli 620015, India

  34. Toward Real-World Adoption of Portrait Relighting via Hybrid Domain Knowledge Fusion

    Apr 25, 2026Qian Huang, Mayoore Selvarasa Jaiswal, Zhen Zhong +2Image RelightingSynthetic-To-Real Domain Gap

    NVIDIA

  35. On the Complementarity of Quantum and Classical Features: Adaptive Hybrid Quantum-Classical Feature Fusion for Breast Cancer Classification

    Apr 24, 2026Yasmin Rodrigues Sobrinho, João Renato Ribeiro Manesco, João Paulo PapaHybrid Quantum-Classical PipelineDirect Feature Fusion

    Department of Computing, São Paulo State University, Ave. Engenheiro Luiz Edmundo Carrijo Coube, 14-01 - Vargem Limpa, Bauru, 17033-360, São Paulo, Brazil

  36. MambaLiteUNet: Cross-Gated Adaptive Feature Fusion for Robust Skin Lesion Segmentation

    Apr 22, 2026Md Maklachur Rahman, Soon Ki Jung, Tracy HammondLesion SegmentationU-Net

    Texas A&M University, College Station, TX, USA · Kyungpook National University, Daegu, South Korea

  37. 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 RecognitionDirect Feature Fusion

  38. LEFT: Learnable Fusion of Tri-view Tokens for Unsupervised Time Series Anomaly Detection

    Feb 9, 2026Dezheng Wang, Tong Chen, Guansong Pang +3Time-Series Anomaly DetectionCross-View Fusion

    School of Automation, Southeast University Nanjing, China · School of Electrical Engineering and Computer Science, The University of Queensland Brisbane, Australia · School of Computing and Information Systems, Singapore Management University Singapore

  39. Attentive multilayer fusion for vision transformers

    Jan 14, 2026Laure Ciernik, Marco Morik, Lukas Thede +4Self-Supervised Vision TransformersVision Transformer

    Machine Learning Group, Technische Universität Berlin, Berlin, Germany · Hector Fellow Academy, Karlsruhe, Germany · Berlin Institute for the Foundations of Learning and Data (BIFOLD), Berlin, Germany +7

  40. EnvSSLAM-FFN: Lightweight Layer-Fused System for ESDD 2026 Challenge

    Dec 23, 2025Xiaoxuan Guo, Hengyan Huang, Jiayi Zhou +5Environmental Sound Deepfake DetectionDirect Feature Fusion

    State Key Laboratory of Media Convergence and Communication, Communication University of China, Beijing, China · Machine Intelligence, Ant Group, Shanghai, China · Key Laboratory of Media Audio & Video, Ministry of Education, Communication University of China, Beijing, China