Cross-Modal Fusion

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Period ending 2026-09-21

15 new papers

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Period ending 2026-09-14

3 new papers

A weekly snapshot of new work published in Cross-Modal Fusion.

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451 papers

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  1. DINO-VPT: Hierarchical Visual Prompt Tuning for Joint Physical-Digital Face Anti-Spoofing

    Jul 23, 2026Pierre Gallin-Martel, Mika Feng, Koichi Ito +1Spoofed SpeechAdversarial Examples

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

    Jul 23, 2026Katsuki Tanaka, Koichi Ito, Takafumi Aoki +4AgeHand Gesture Recognition

  3. TwistedMerge: Certified Higher-Order Diagnostics and Abstention for Model Merging

    Jul 23, 2026Ting Gong, Shitan XuModel MergingTemporal Fusion Transformer

  4. CSPF: A Constrained Shared-Private Fusion Method for Non-Verifiable Preference Evaluation

    Jul 23, 2026Hehao Zhang, Danli Wang, Xinyuan Wang +1Pairwise PreferencesProcess Reward Modeling

  5. Ocular Verification for Virtual Reality

    Jul 22, 2026Husanpreet Singh, Robert Tran, Ayushree Kharel +1VrVirtual Reality

  6. Adaptive Confidence-weighted Expansion for Trustworthy Multi-Omics Multimodal Fusion

    Jul 22, 2026Mohammad Raahemi, Ali Sekhavati, Alireza Maleki +1Multimodal FusionTemporal Fusion Transformer

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

    Jul 22, 2026Yixuan Xiao, Ngoc Thang VuAudio Deepfake DetectionDiscrete Speech Representations

  8. Current Injection Spiking Neural Network for Infrared and Visible Image Fusion

    Jul 22, 2026Rui Zhao, Zhuoyuan Li, Wenrui Li +4Visible Image FusionInfrared-Visible Image Fusion

  9. PhenSPINE: A Standardized Benchmark for Spine Pathology Diagnosis

    Jul 22, 2026Duong Ngoc Vu, Hai Son Nguyen, Trong-Nghia Nguyen +4Cervical SpineMedical Imaging Datasets

  10. Advancing Multimodal Fusion on Heterogeneous Medical Data with Hybrid Geometry Attention

    Jul 21, 2026Joy Dhar, Manish Kumar Pandey, Nayyar Zaidi +4Multimodal Fusion

  11. Fusion Embedding: A Unified Embedding Space for Text, Image, Video, and Audio

    Jul 21, 2026Abdul Basit Tonmoy, Kazi Fardinul Hoque, Md. Shahrier Islam Arham +1Audio RepresentationAudio

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

    Jul 20, 2026K. Mithra, Prem Kumar SanthanamOphthalmologyFeature Fusion

  13. Coarse-to-fine Framework for Generative MEF via Implicit Neural Representation

    Jul 20, 2026Sangmin Han, Jinho Kim, Jinwoo Kim +2Visible Image FusionLarge-Scale Image Generation

  14. DeeperRadar: End-to-End MIMO Radar Design and Multi-Modal Fusion for Autonomous Vehicle Perception

    Jul 19, 2026Eli Goldenshluger, Barak Pinkovich, Chaim BaskinVision-Radar FusionRadar

  15. Asynchronous Multimodal Diffusion Policy Composition via Latency-Aware Guidance Fusion

    Jul 19, 2026Zihao He, Hongjie Fang, Shirun Tang +2Diffusion PoliciesFusion

  16. FogDrive: A Multi-Modal Synthetic Driving Dataset for Perception under Graded Fog

    Jul 18, 2026Vansh PanwarFogNaturalistic Driving Data

  17. 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 +2Affective ComputingFeature Fusion

  18. DPNeXt: A Lightweight Multi-Scale Feature Fusion Framework for Efficient ViT-Based Multi-Task Dense Prediction

    Jul 17, 2026Jehun Kang, Jungha Wang, Youngjun Hwang +1Dense PredictionDepth Estimation

  19. Knowledge-Guided Cross-Modal Fusion for Adult-to-Pediatric ECG Transfer via Label-Conditioned Contrastive Alignment

    Jul 17, 2026Xinran Liu, Yuwen Li, Hongxiang Gao +4Pediatric-Adult Electrocardiogram AlignmentContrastive Alignment

  20. Field-Aware RankMixer with Dual-Stream Bilinear Fusion for the Tencent UNI-REC Challenge

    Jul 17, 2026Yufeng Zhang, Zhengqi Xu, Jiajun CuiLate-Stage RankerDual-Stream

  21. Team RAS in 11th ABAW Competition: Multimodal Ambivalence Recognition Approach

    Jul 16, 2026Elena Ryumina, Maxim Markitantov, Alexandr Axyonov +4Multimodal FusionMultimodal Learning

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

    Jul 15, 2026Jiajun Sun, Zhe GaoFeature FusionAffective Computing

  23. Thresholded Cross-Attention for Reliable Intensity-Chromaticity Fusion in Low-Light Image Enhancement

    Jul 15, 2026Yanyi Wu, Xu Zhang, Junkai Chen +6Low-Light Image EnhancementProgressive Attention Fusion

  24. Prospective clinical indication, post-hoc report leakage, and fusion design in multi-image chest radiograph classification: a patient-clustered evaluation

    Jul 15, 2026Kamran Shahid, Muhammad Munwar IqbalChest RadiographyAuc-Roc

  25. IMMNet: Hybrid Fusion of Model-based and Data-driven Approaches for Maneuvering Target Tracking

    Jul 15, 2026Yixuan Zhao, Chaoqun Yang, Lin Gao +2Multi-Object TrackingData-Driven

  26. WNOJ-LIO: A White-Noise-on-Jerk Motion-Prior EKF for High-Dynamic LiDAR-IMU Fusion

    Jul 15, 2026Junning Lyu, Qizhi Guo, Xia Ning +2Robust Lidar-Inertial OdometryLight Detection And Ranging

  27. Marker-free deformable registration and fusion for augmented reality-guided positive margin localization during tumor resection surgery

    Jul 15, 2026Yue Yang, Annie Benson, Matthieu Chabanas +7Image RegistrationGradient Surgery

  28. HSEmotion Team at the 11th ABAW Challenge: Multi-Task Learning and Ambivalence/Hesitancy Video Recognition

    Jul 14, 2026Aleksei Bakin, Andrey V. SavchenkoFacial Expression RecognitionMultimodal Fusion

  29. Segregate, Refine, Integrate: Decomposing Multimodal Fusion for Sentiment Analysis

    Jul 14, 2026Alexios Filippakopoulos, Elias Kallioras, Nikolaos Xiros +2Multimodal FusionCross-Modal Learning

  30. UMSS: Towards Unsupervised Multi-modal Semantic Segmentation

    Jul 14, 2026Haitian Zhang, Thai Duy Nguyen, Xiangyuan Wang +2Multimodal FusionDense Semantic Segmentation

  31. Adaptive Cross-Modal Fusion with Sparse Attention for Pedestrian Crossing Intention Prediction

    Jul 14, 2026Md Mahfuzur Rahman, Pengzhan Zhou, A F M Abdun Noor +5Pedestrian Trajectory PredictionCross-Modal Fusion

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

    Jul 13, 2026Boda Xiao, Xiran Xu, Songyi Li +4Neural RecordingsGeo-Contextual Alignment

  33. LoRA-Based Cascaded Multimodal Fusion for Action Recognition in Medical Training Environments

    Jul 13, 2026Divya Mereddy, Jeevan BeedareddyMultimodal Fusion

  34. Event-RGB Adaptive Tracking for Nighttime Highway Perception

    Jul 13, 2026Haidong Wang, Hengxing Cai, Wanlei Li +2RgbtAutonomous Driving Perception

  35. TC-MAF: Train-Calibrated Bounded Multi-Evidence Fusion for Multimodal Industrial Anomaly Detection

    Jul 13, 2026Ming Deng, Sijin Sun, Xiaochuan Hu +1Zero-Shot Anomaly DetectionMultimodal Fusion

  36. Difference-Driven Gating: Adaptive Feature Fusion for U-Net Decoder

    Jul 13, 2026Kai Li, Xuechao Zou, Jiashen Fu +3U-NetFeature Fusion

  37. Trust Before Fusion: QIMG-7 and Source-Aware Resolution for Polluted Multimodal RAG

    Jul 12, 2026Saadeldine Eletter, Owais Aijaz, Preslav NakovMulti-Source Retrieval-Augmented GenerationMultimodal Retrieval

  38. MRUF: Multi-granularity Routing with Uncertainty-Aware Fusion for Robust Multimodal Sentiment Analysis

    Jul 12, 2026Haoran Ma, Yinfeng Yu, Liejun WangMultimodal FusionUncertainty-Aware Fusion

  39. SVF-CR: Synchronized Visual-Facial Cross-Refinement for Multimodal Ambivalence and Hesitancy Recognition

    Jul 10, 2026Hyein Park, Namho Kim, Junhwa KimMultimodal FusionFacial Expression Recognition

  40. Simon-SR: Spatially Adaptive Modulation and Visual Prompt Adaptation for Text-Reinforced Super-Resolution

    Jul 10, 2026Haotong Cheng, Yuxuan Li, Zijie Cui +2Generative Super-ResolutionVisible Image Fusion

  41. SHAP-Weighted Cross-Modal Expert Fusion for Emotion and Sentiment Recognition: Evidence and Limits

    Jul 9, 2026Adis Alihodzic, Selma Skopljakovic HubljarMultimodal FusionCross-Modal Fusion

  42. Two-Stage Multi-Modal Fusion with Adaptive Alignment for Action Quality Assessment

    Jul 8, 2026Kanglei Zhou, Ruizhi Cai, Xinning Wang +4Multimodal FusionMultimodal Evaluation

  43. How the Fusion of Onboard Sensors and V2X Data can Improve (or not) the Cooperative Perception of Connected Automated Vehicles

    Jul 8, 2026Amir Mohammadisarab, Miguel Sepulcre, Luca Lusvarghi +1Collaborative PerceptionV2X

  44. Multimodal Spatiotemporal-Frequency Fusion with Peak Enhancement for Cellular Traffic Forecasting

    Jul 8, 2026Qingzhong Li, Yue Hu, Hui Ma +4Accurate Traffic Forecasting3D Encoder

  45. Seeing What Matters: Lesion-Aware High-Resolution Patch Discovery and Fusion for Chest X-ray Report Generation

    Jul 8, 2026Yingshu Li, Yunyi Liu, Zhenghao Chen +5Chest X-RayChest Radiography

  46. TMF-RSE: Tri-Modal Fusion with Regional Semantics and Evidential Uncertainty for Lung Severity Scoring

    Jul 7, 2026Fadi Abdeladhim Zidi, Salah Eddine Bekhouche, Abdellah Zakaria Sellam +3Calibrated SeverityMultimodal Clinical Data

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

    Jul 7, 2026Aysan Ghayouri Pirsoltan, Shima Babakordi, Mohammad Reza MohammadiMammographyFeature Fusion

  48. Uncovering Latent Depression Severity for Binary Depression Detection via Advantage-weighting Ranking

    Jul 7, 2026Manning Gao, Tingyi Liu, Leheng Zhang +3Depression DetectionMultimodal Deep Learning

  49. Deep Learning for Semen Analysis in Male Infertility: Computer Vision, Multimodal Fusion, and Clinical Translation

    Jul 6, 2026Runwei Guan, Shaofeng Liang, Jiacheng Weng +10ReproductionMultimodal Fusion

  50. Beyond Modality Fusion: Deep Ensembles for Multimodal Classification

    Jul 6, 2026Ilya Burenko, Dmitry VetrovMultimodal ClassificationMultimodal Fusion

  51. RAF: Reliability-Aware Fusion of Camera, LiDAR, and 4D RADAR for Robust 3D Object Detection in Adverse Weather

    Jul 6, 2026Heejun Park, Jaeseok Jeong, Kuk-Jin YoonVision-Radar Fusion3D Object Detection

  52. UniSkip-Mamba: A Frequency-Aware State Space Model for Audio-Visual Temporal Forgery Localization

    Jul 5, 2026Cangjin Qiu, Quan Zhang, Dan Jiang +1Frequency-Aware Structural AggregationAudio Latent

  53. Exogenous Dropout: A Simple, Strong Baseline for Corruption-Robust Time Series Forecasting with Covariates

    Jul 5, 2026Hao Hu, Xue-shan AiMultivariate ForecastingTime Series

  54. Cross-Modal Fusion of OCT and OCT angiography enface for Improved Diagnostics of Diabetic Retinopathy

    Jul 4, 2026Rashadul Hasan Badhon, Atalie Carina Thompson, Jennifer I. Lim +2Interpretable Diabetic Retinopathy GradingOptical Coherence Tomography

  55. InfraNet: Quality-Aware RGB Guidance for Efficient Infrared Object Detection

    Jul 4, 2026Zichao Feng, Haodong Zhu, Jingying Yang +8InfraredInfrared Small Target Detection

  56. Model Confidence-Guided Multi-Image Fusion of Fundus Images for Diabetic Retinopathy Diagnosis

    Jul 3, 2026Ananya Raghu, Anisha Raghu, Alice S. Tang +3Interpretable Diabetic Retinopathy GradingFundus Images

  57. ExpoMotion: A Large-Scale Benchmark and A Householder Projection Network for Multi-Exposure Fusion

    Jul 3, 2026Yao Liu, Lishen Qu, Shihao Zhou +6Visible Image FusionLarge-Scale Benchmark

  58. C3C^3ASD: Multi-Level Consistency-Driven Representation Learning

    Jul 3, 2026Jin Hong, Jisoo Park, Junseok KwonDiscrete Speech RepresentationsAudio-Visual Consistency

  59. CoFEND: A Cross-Modal Fusion End-to-End Network for Cold-Start Drug-Drug Interaction Prediction

    Jul 3, 2026Di Wu, Hongyi Sun, Haichao Xu +3Drug-Drug InteractionsClinical Prediction

  60. Multimodal Fusion for Fine-Grained Classification of Breast Fibroadenoma and Phyllodes Tumors

    Jul 2, 2026Chuxi Nan, Di Wu, Hongming Guo +4MammographyNon-Small Cell Lung Cancer