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. The 2nd International StepUP Competition for Biometric Footstep Recognition: From Steps to Strides

    Jul 15, 2026Robyn Larracy, Anant Gupta, Gourav Gupta +8Biometric IdentificationBenchmark Design

    University of New Brunswick, Canada · ArogyaPandit Private Limited, India · Universit´e de Haute-Alsace, IRIMAS UR 7499, France +1

  2. 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

  3. OmniDS: Dual-Stream Context Fusion for Omnidirectional Depth from Fisheye Cameras

    Jul 3, 2026Chaesong Park, Jihyeon Hwang, Muyeol Sung +1Multi-View Depth EstimationDepth Estimation

    Seoul National University, Seoul, Republic of Korea

  4. Semantic Occupancy Prediction with Dual Range-Voxel Representation

    Jun 30, 2026Sitao Chen, Zhuangwei Zhuang, Hui Luo +3Autonomous Driving PerceptionSemantic Occupancy Mapping

    School of Software Engineering, South China University of Technology, Guangzhou 510006, China · State Key Laboratory of Optical Field Manipulation Science and Technology, Institute of Optics and Electronics, CAS, Chengdu 610209, China

  5. One Forward Beats Two: InnerZoom for Accurate and Efficient GUI Grounding

    Jun 29, 2026Chen Liu, Ling Chen, Hanzhang Zhou +5Efficient Multimodal InferenceGUI Grounding

    University of Technology Sydney · Tongyi Lab, Alibaba Group · Adelaide University

  6. Liquid Fusion of Heterogeneous Representations Towards General Salient Object Detection

    Jun 25, 2026Ke Chen, Ling Zhou, Guangqi Jiang +3Salient Object DetectionVisual SSMs

    School of Computer Science and Artificial Intelligence, Changzhou University, Changzhou, Jiangsu, 213159, China · College of Computer Science and Artificial Intelligence, Fudan University, Shanghai, 200082, China · Faculty of Data Science, City University of Macau, Avenida Padre Tomás Pereira2026 Taipa, Macao, 999078, China

  7. WQ-Fusion: Dynamic Gated Attention for Cross-Domain Audio Representation

    Jun 25, 2026Mingda Lin, Lei Ding, Xinyue Zhou +6Audio Representation LearningGated Attention

    School of Electronic Information, Wuhan University, Wuhan, Hubei, China · Tencent AI Lab Seattle, Seattle, USA · CIAIC, Northwestern Polytechnical University, Xi’an, Shaanxi, China +1

  8. Graph Neural Networks for Semi-Supervised Image Classification with Multi-Feature Aggregation

    Jun 16, 2026Marina Chagas Bulach Gapski, Vinicius Atsushi Sato Kawai, Gustavo Rosseto Leticio +3Graph Neural NetworksSemi-Supervised Learning

    Department of Statistics, Applied Mathematics, and Computing (DEMAC), São Paulo State University (UNESP), Av. 24 A, Rio Claro, SP, 13506-900, Brazil. · Institute of Mathematics and Computer Science (ICMC), University of São Paulo (USP), Av. Trabalhador São-carlense, 400 - Centro, São Carlos, SP, 13566-590, Brazil. · Department of Computer Science and Engineering, University of Quebec in Outaouais (UQO), 101 St-Jean Bosco, Gatineau, Quebec, J8X 3X7, Canada.

  9. Multi-view feature High-order Fusion for Space Weak Object Detection and Segmentation

    Jun 13, 2026Weilong Guo, Yuhan Sun, Shengyang LiImage SegmentationMulti-View Learning

    Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences, Beijing 100094, China · Key Laboratory of Space Utilization, Chinese Academy of Sciences, Beijing 100094, China · University of Chinese Academy of Sciences, Beijing 100049, China

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

    Jun 12, 2026Amna Amjid, Sana Qadir, Mehwish Fatima +1Deepfake DetectionFeature Fusion

    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.

  11. ShearFuse-UNet: Hadamard, DCT, and Shearlet Transform Fusion for Next-Day Wildfire Spread Prediction

    Jun 12, 2026Ene Meco, Yingyi Luo, Emadeldeen Hamdan +2U-NetWildfire Forecasting

    Department of Electrical and Computer Engineering, University of Illinois Chicago, Chicago, IL 60607 USA · US Forest Service, Pacific Wildland Fire Science Laboratory, Seattle, WA 98103 USA

  12. From 2D Grids to 1D Tokens: Reforming Shared Representations for Multimodal Image Fusion

    Jun 10, 2026Yuchen Xian, Yunqiu Xu, Yang He +1Multi-Source Image FusionImage Tokenization

    ReLER, The State Key Lab of Brain Machine Intelligence, Zhejiang University · College of Artificial Intelligence, Zhejiang University · National University of Singapore +2

  13. Fusing Satellite Imagery and Planimetric Maps for Cross-View Localization

    Jun 8, 2026Quang Long Ho Ngo, Zimin Xia, Alexandre AlahiMulti-Source Image FusionCross-View Geo-Localization

    1 ´Ecole Polytechnique F´ed´erale de Lausanne (EPFL), Switzerland

  14. Learning Perspectivist Social Meaning via Demographic-Conditioned Fusion Embeddings

    Jun 5, 2026Amanda Cercas Curry, Lucio La Cava, Luca Maria Aiello +1Feature Fusion

    Independent Researcher · University of Calabria · IT University of Copenhagen +1

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

    Jun 2, 2026Raja Khurram Shahzad, Muhammad Mustaqeem, Haroon ElahiMalware ClassificationMalware Analysis

    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.

  16. Cross-Modality Feature Fusion Based on Structured State Space Duality for Multimodal Image Registration Network

    Jun 2, 2026Zhikang Li, Yan Wu, Xin Hu +2Multi-Scale Feature FusionCross-Modal Feature Matching

    Remote Sensing Image Processing and Fusion Group, School of Electronic Engineering, Xidian University, Xi’an 710071, China · National Key Laboratory of Radar Signal Processing, Xidian University, Xi’an 710071, China

  17. Combining Statistical Features and Deep Encodings for Rehearsal-Based Class-Incremental Time Series Classification

    Jun 2, 2026Pablo García-Santaclara, Bruno Fernández-Castro, Rebeca Pilar Díaz-RedondoClass-Incremental LearningMultivariate Time Series Classification

    atlanTTic – ICLAB, Universidade de Vigo, Vigo 36310, Spain · Centro Tecnolóxico de Telecomunicacións de Galicia (GRADIANT), Vigo 36214, Spain

  18. FAF-CD: Frequency-Aware Fusion for Change Detection under Imperfect Multimodal Remote Sensing

    Jun 2, 2026Yufan Wang, Sokratis Makrogiannis, Chandra KambhamettuMultimodal RobustnessFrequency-Domain Feature Learning

    University of South Florida · 2Delaware State University

  19. Before Fusion, Ask What to Keep: Contextual Calibration of Multimodal Signals

    Jun 1, 2026Jiyuan Liu, Liangwei Nathan Zheng, Wei Emma Zhang +2Multimodal RobustnessMultimodal Fusion

    Adelaide University Adelaide, Australia · Shandong University Jinan, China

  20. EEG-FuseFormer: A Transformer-Driven Feature Fusion Framework for Seizure Onset Prediction

    Jun 1, 2026Vigneshwar Hariharan, Chithra Reghuvaran, Arlene John +4ElectroencephalographyEEG Seizure Detection

    National University of Singapore · University College Dublin · University of Twente +1

  21. Feature Alignment Determines Fusion Strategy: A Comparative Study of Cross-Attention and Concatenation in Multimodal Learning

    May 31, 2026Zhiqiang Zhou, Xuezhen XieCross-AttentionMultimodal Fusion

    Hunan Chemical Industry Vocational and Technical College

  22. Reusing Fusion-Time Spectral Reliability for Adaptive Fusion and Expert Routing in RGB-Infrared Object Detection

    May 31, 2026Yefeng WuMultimodal RobustnessAdaptive Model Routing

  23. DisPlace: Discriminative Place Projections for Multi-Reference Visual Place Recognition

    May 29, 2026Dhyey Manish Rajani, Michael Milford, Tobias FischerVisual Place RecognitionFeature Fusion

    QUT Centre for Robotics, School of Electrical Engineering and Robotics at the Queensland University of Technology.

  24. Lightweight Complementary-Cue Fusion for Robust Video Face Forgery Detection

    May 27, 2026Sunghwan Baek, Tariq Anwaar, Karanveer Singh +1Frequency-Domain Feature LearningDeepfake Detection

    Carnegie Mellon University

  25. OmniRetriever: Any-to-Any Audio-Video-Text Retrieval via Fusion-as-Teacher Distillation

    May 26, 2026Yunze Liu, Chi-Hao Wu, Enmin Zhou +1Cross-Modal LearningCross-Modal Knowledge Distillation

    Memories.ai Research

  26. Ordering Matters: Rank-Aware Selective Fusion for Blended Emotion Recognition

    May 20, 2026Junghyun Lee, Hyunseo Kim, Hanna Jang +1Multimodal Emotion RecognitionMultimodal Fusion

    Department of Artificial Intelligence and Software, Ewha Womans University, Seoul, Republic of Korea

  27. TERDNet: Transformer Encoder-Recurrent Decoder Network for Scene Change Detection

    May 20, 2026Jiae Yoon, Ue-Hwan KimFeature Fusion

    Department of AI Convergence, Gwangju Institute of Science and Technology (GIST), Gwangju 61005, Republic of Korea

  28. Better Together: Evaluating the Complementarity of Earth Embedding Models

    May 18, 2026Thijs L van der Plas, Jacob JW Bakermans, Vishal Nedungadi +3Geospatial Foundation ModelsGeospatial Representation Learning

    Wageningen University, NL · University College London, UK · University of Bonn, Germany

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

    May 16, 2026Yachan Guo, JoseLuis Gomez Zurita, Danna Xue +2Image SegmentationVision Foundation Models

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

  30. Beyond the Last Layer: Multi-Layer Representation Fusion for Visual Tokenization

    May 11, 2026Xuanyu Zhu, Yan Bai, Yang Shi +4AutoencodersVisual Tokenization

    Peking University · Meituan Inc · Tsinghua University +1