Cross-Modal Fusion

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Period ending 2026-09-21

15 new papers

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

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. ScoreGate: Adaptive Chunk Selection for Retrieval-Augmented Generation via Dual-Score Statistical Fusion

    Jun 12, 2026Karamvir Singh, Arvind JainRetrieversReranking

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

    Jun 12, 2026Amna Amjid, Sana Qadir, Mehwish Fatima +1Explainable Deepfake DetectionMultimodal Domain Generalization

  3. Context-Guided Semantic Alignment for Feature Fusion Networks

    Jun 12, 2026Hyungseop Lee, Jiho Lee, Woochul KangFeature Pyramid NetworksObject Detection

  4. Compressing Image Style Training into a Single Model Forward

    Jun 11, 2026Zhongjie Duan, Yingda ChenPhotorealistic Style TransferGenerative Image Compression

  5. Confidence Composition for Multiagent Language Model Systems

    Jun 11, 2026Ali Elahi, Michael J. Curry, Barbara Di EugenioMulti-Agent DebateConfidence Calibration

  6. Measurement-Calibrated Multi-Camera Fusion for Vision-Based Indoor Localization

    Jun 11, 2026Mateo Toro Diz, Jonathan Hoss, Noah KlarmannRobust LocalizationMulti-Sensor Fusion

  7. Heterogeneous LiDAR Early Fusion and Learned Re-Ranking Strategy for Robust Long-Term Place Recognition in Unstructured Environments

    Jun 11, 2026Judith Vilella-Cantos, Juan José Cabrera, Mónica Ballesta +2Visual Place RecognitionLight Detection And Ranging

  8. An Extensible and Lightweight Unified Architecture for Demosaicing Pixel-bin Image Sensors

    Jun 11, 2026Saurabh Kumar, Nutan Sairam YennetiInfrared-Visible Image FusionSmartphone Photographs

  9. Fully Distributed Multi-View 3D Tracking in Real-Time

    Jun 11, 2026Byron Hernandez, Fangyu Li, Aotian Wu +3Multi-Object TrackingMulti-View

  10. DIMOS: Disentangling Instance-level Moving Object Segmentation

    Jun 11, 2026Hongxiang Huang, Hongwei Ren, Xiaopeng Lin +3Cross-Modal FusionVideo Object Segmentation

  11. Latent World Recovery for Multimodal Learning with Missing Modalities

    Jun 10, 2026Hui Wang, Tianyu Ren, Joseph Butler +3Missing ModalitiesMultimodal Fusion

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

    Jun 10, 2026Yuchen Xian, Yunqiu Xu, Yang He +1Visible Image FusionTokenization

  13. Missing-Token Prompted Reliability-Aware Fusion for Robust Polyglot Speaker Identification

    Jun 10, 2026Peng Jia, Li Dai, Jia Li +3Progressive Attention FusionTemporal Fusion Transformer

  14. FreqKD: Frequency-Decoupled Cross-Modal Knowledge Distillation for Infrared Object Detection

    Jun 10, 2026Keval Thaker, Venkatraman Narayanan, Abdalmalek Aburaddaha +1Cross-Modal DistillationInfrared

  15. Multimodal Brain Tumour Classification Using Feature Fusion

    Jun 9, 2026Wajih ul Islam, Muhammad Yaqoob, Javed Ali Khan +1Brain Tumor ClassificationRadiomics

  16. 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 ClassificationMel-Frequency Cepstral Coefficient

  17. An Exposure-Time-Aligned Primary-Path Architecture for Autonomous-Driving ECUs

    Jun 9, 2026Toru Saito, Yuki Hagura, Tatsuya Konishi +2Autonomous DrivingFusion

  18. Traits Run Deeper: Trait-Specific Asymmetric Fusion for Personality Assessment

    Jun 9, 2026Jia Li, Qian Chen, Wei Wang +5PersonalityMultimodal Fusion

  19. Dual-Branch Gated Fusion for Open-Set Audio Deepfake Source Tracing

    Jun 8, 2026Awais Khan, Kutub Uddin, Khalid MalikAudio Deepfake DetectionLoop Engineering

  20. IB-HFN: Information Bottleneck-Driven SAR-Optical Fusion Network for High-Fidelity Cloud Removal

    Jun 8, 2026Haojun Guo, Fan Feng, Ziquan Wang +2Synthetic Aperture RadarMultimodal Fusion

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

    Jun 8, 2026Xiaojie Li, Xin Jiang, Luanyuan Dai +3Feature MatchingFeature Fusion

  22. CAMF-Det: Closure-Aware Multimodal Fusion for LiDAR-Camera 3D Object Detection on UAV Platforms

    Jun 8, 2026Yanze Jiang, Yanfeng Gu, Xian Li3D Object DetectionDiverse Occlusion-And-Revelation Scenarios

  23. FMRFusion: Frequency-Aware Multi-View Representation Learning for Heterogeneous Image Fusion

    Jun 6, 2026Tao Zhoua, Yunlong Liu, Qinghui Chen +6Visible Image FusionMulti-View

  24. PAMF: Prior-Aware Multimodal Fusion for Incomplete Time Series Data

    Jun 4, 2026Ziwen Kan, Wugeng Zheng, Tianlong Chen +1Missing ModalitiesImputation

  25. Step-adaptive multimodal fusion network with multi-scale cloud feature learning for ultra-short-term solar irradiance forecasting

    Jun 4, 2026Jingxin Zhang Xiaoqin WangEnergy ForecastingWeather Models

  26. IRAF: Interference-Resilient Adaptive Fusion for Noise-Robust End-to-End Full-Duplex Spoken Dialogue Systems

    Jun 4, 2026Tao Zhong, Jiajun Deng, Nikita Kuzmin +6Full-Duplex Speech ModelsInterference

  27. ExpSpeech-Net: Multimodal Fusion of Expression and Speech for Deepfake Detection

    Jun 4, 2026Ruchika Sharma, Rudresh DwivediAudio Deepfake DetectionDeepfake Detection

  28. Training-Free Lexical-Dense Fusion for Conversational-Memory Retrieval

    Jun 2, 2026Christian LysenstøenLong-Term Conversational MemoryRetrieval Task

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

    Jun 2, 2026Raja Khurram Shahzad, Muhammad Mustaqeem, Haroon ElahiMalware DetectionMalware Families

  30. Reliability-Guided Depth Fusion for Glare-Resilient Navigation Costmaps

    Jun 2, 2026Shang-En TsaiDepth Estimation3D Mapping

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

    Jun 2, 2026Zhikang Li, Yan Wu, Xin Hu +2Cross-Modal FusionImage Registration

  32. From Long News to Accurate Forecast: Importance-Aware Fusion and PRM-Guided Reflection for Time Series Forecasting

    Jun 2, 2026Mingyang Liu, Qingcan Kang, Yuke Wang +6HeadlinesStep-Level Supervision

  33. Towards Compact Autonomous Driving Perception with Balanced Learning and Multi-sensor Fusion

    Jun 2, 2026Oskar Natan, Jun MiuraAutonomous Driving PerceptionMulti-Sensor Fusion

  34. FUSE: Quantifying Uncertainty in Vision-Language Models by Bayesian Fusing Epistemic and Aleatoric Uncertainty

    Jun 1, 2026Harry Zhang, Luca CarloneLarge Vision Language ModelsTemporal Fusion Transformer

  35. Tiny Collaborative Inference for Occlusion-Robust Object Detection

    Jun 1, 2026Chieh-Tung Cheng, Mustafa Aslanov, Eiman KanjoObject DetectionHeterogeneous Edge Devices

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

    Jun 1, 2026Jiyuan Liu, Liangwei Nathan Zheng, Wei Emma Zhang +2Multimodal FusionInput Modality

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

    Jun 1, 2026Vigneshwar Hariharan, Chithra Reghuvaran, Arlene John +4Interictal Epileptiform DischargesFusion

  38. CL-DMDF:Dynamic Multimodal Data Fusion Model Based on Contrastive Learning

    Jun 1, 2026Dong Li, Lingling Zhang, Binghao Han +2Multimodal FusionContrastive Learning

  39. Turing Patterns for Multimedia: Reaction-Diffusion Multi-Modal Fusion for Language-Guided Video Moment Retrieval

    Jun 1, 2026Xiang Fang, Wanlong Fang, Wei Ji +1Video-Language ModelsMultimodal Fusion

  40. DeepIPCv3: Event-Aware Multi-Modal Sensor Fusion for Sudden Pedestrian Crossing Avoidance

    May 31, 2026Oskar Natan, Andi Dharmawan, Aufaclav Zatu Kusuma Frisky +2Multi-Sensor FusionAutonomous Driving

  41. Cross-Modal Hierarchical Fusion for from Multi-Sensor Ground Observation

    May 31, 2026Xinze ZhangAtmospheric DynamicsCross-Modal Fusion

  42. NeuroAlign: Hierarchical Multimodal Fusion of Dynamic and Structural Neuroimaging for MCI Analysis

    May 31, 2026Xiongri Shen, Zhenxi Song, Jiaqi wang +13Neuroimaging ModelsMultimodal Alignment

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

    May 31, 2026Zhiqiang Zhou, Xuezhen XieMultimodal FusionCross-Attention

  44. Cross-Axis Feature Fusion with Joint-Wise Motion Difference Prediction for Text-Based 3D Human Motion Editing

    May 31, 2026Gyojin Han, Junmo KimText-To-Motion GenerationSynthetic Motion Datasets

  45. UF-AMA: A unified framework for cross-domain emotion recognition via adaptive multimodal alignment

    May 29, 2026Zheng Wang, Shuo Wang, Junhong WangEmotion RecognitionCross-Modal Fusion

  46. Geometry-based Schrödinger Bridges for Trustworthy Multimodal Fusion

    May 29, 2026Jiayu Xiong, Jing Wang, Qi Zhang +2Multimodal FusionSchrödinger Bridges

  47. xModel-KD: Cross-modal Knowledge Distillation for 3D Scene Perception using LiDAR

    May 28, 2026Thenukan Pathmanathan, Kanchan Keisham, Thangarajah Akilan3D Semantic Segmentation3D Scene Understanding

  48. Uncertainty-Aware Transfer Learning for Cross-Building Energy Forecasting: Toward Robust and Scalable District-Level Energy Management

    May 28, 2026Shadmehr Zaregarizi, Khashayar YavariElectricity Price ForecastingEnergy Forecasting

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

    May 25, 2026Sheng-Wei Chan, Hsin-Jui Pan, Chun-Po Shen +3Dense Semantic SegmentationSelf-Supervised Vision Transformers

  50. DRFusion: Drift-Resilient Temporally Consistent Infrared-Visible Video Fusion

    May 25, 2026Xingyuan Li, Haoyuan Xu, Shulin Li +3Visible Image FusionLarge Inter-Frame Displacements

  51. Location Prior Generation via Multi-Source Urban Data Fusion for Low-Altitude Air Mobility

    May 25, 2026Xiang Xie, Xiaonan LiuAerial ImageryUrban Environments

  52. Does Seeing More Mean Knowing More? Mono-Anchored Advantage Normalization for Multi-Source Visual Reasoning

    May 25, 2026Fanhu Zeng, Zhicong Luo, Zefan Wang +3Multimodal ReasoningVisual Reasoning

  53. MambaDSF: Multi-Scale SSM with Dilated Feature Fusion for Sonar Small Target Detection

    May 24, 2026Hui Lin, Jiayi Li, Jing Wang +1Forward-Looking SonarFeature Pyramid Networks

  54. Snapshot Polarimetric Display Inverse Rendering

    May 24, 2026Seokjun Choi, Yunseong Moon, Kaizhang Kang +4Inverse RenderingPolarization

  55. AdaFuse-Det: Adaptive Cross-Modal Fusion of Event Cameras for Robust Object Detection in Low-Light RGB Imagery

    May 23, 2026Raju Imandi, Chethana B, Bharatesh Chakravarthi +3Low-Light ImagesCross-Modal Fusion

  56. Cross-Modal Action Recognition in Egocentric Video Using Mamba: Integrating RGB and Hand Skeleton Streams via CLS Token Fusion Strategies

    May 23, 2026Juan Ignacio Bustos Gorostegui, Maria Elena BuemiOpen-Vocabulary Action Recognition3D Hand

  57. PrivFusion: A Privacy-preserving Multi-Agent Framework for Harmonizing Distributed Datasets

    May 22, 2026Anisa Halimi, Liubov Nedoshivina, Kieran Fraser +1Federated LearningPrivacy-Preserving Framework

  58. Sparse In-Network Learning via Shortest-Path Backpropagation and Finite-Rate Gating

    May 22, 2026Mohammad Reza Deylam SalehiBackpropagationRegularization Techniques

  59. Inconsistency-aware Multimodal Schrödinger Bridge for Deepfake Localization

    May 22, 2026Jiayu Xiong, Jing Wang, Qi Zhang +2Explainable Deepfake DetectionDeepfake Detection

  60. The Double Dilemma in Multi-Task Radiology Report Generation: A Gradient Dynamics Analysis and Solution

    May 21, 2026Erjian Zhang, Yatong Hao, Liejun Wang +1Radiology Report GenerationReport