Key papers

• Fs-diff: Semantic Guidance And Clarity-aware Simultaneous Multimodal Image Fusion And Super-resolution (2025)
  Yuchan Jie, Yushen Xu, Xiaosong Li, et al.
  8.95
• Multimodal Fusion SLAM With Fourier Attention (2025)
  Youjie Zhou, Guofeng Mei, Yiming Wang, et al.
  5.22
• DPNeXt: A Lightweight Multi-Scale Feature Fusion Framework for Efficient ViT-Based Multi-Task Dense Prediction (2026)
  Jehun Kang et al.
  5.01
• Multi-Modal Semantic Segmentation of Electrolyzer Components for Sustainable Hydrogen Technologies: A Dual-Branch Deep Learning Approach (2026)
  Wasimul Karim et al.
  5.01
• CLIFE: Camera-LiDAR Fusion Framework for Edge-Deployable Roadside VRU Perception (2026)
  Tam Bang et al.
  5.01
• Decoupled Pipeline with Proposal Reranking and Score Fusion for Positive-Unlabeled Marine Species Detection (2026)
  Robert James Brock et al.
  5.01
• DAPM: UAV Monocular Depth Estimation from Any Height, Pitch, Roll and FOV (2026)
  Tong Ling et al.
  5.01
• Rethinking Multi-Branch and Cross-Backbone Fusion for Vehicle Re-Identification in the Foundation-Model Era (2026)
  Yu Wang et al.
  5.01
• JustDepth: Real-Time Radar-Camera Depth Estimation with Single-Scan LiDAR Supervision (2026)
  Wooyung Yun et al.
  5.01
• RGBX-DiffusionDet: A Framework for Multi-Modal RGB-X Object Detection Using DiffusionDet (2025)
  Eliraz Orfaig et al.
  4.93
• Lasfnet: A Lightweight Attention-guided Self-modulation Feature Fusion Network For Multimodal Object Detection (2025)
  Lei Hao, Lina Xu, Chang Liu, et al.
  4.48
• M2P-AD: Memory-to-Prototype Learning with Boundary-aware Score Refinement for 3D Anomaly Detection (2026)
  Seyoung Jeong et al.
  4.39
• Multi-Modal Attention for Automated Disaster Damage Assessment Using Remote Sensing Imagery and Deep Learning (2026)
  Tewodros Syum Gebre et al.
  4.33
• GraphBEV++: Multi-Modal Feature Alignment for Autonomous Driving (2026)
  Ziying Song et al.
  4.33
• MSNN-LINet: Cross-Modal Learning via Continuous Linear Integration (2026)
  Gabriel Clinger
  4.33
• UASTrack: A Unified Adaptive Selection Framework with Modality-Customization in Single Object Tracking (2025)
  He Wang et al.
  4.25
• Irdfusion: Iterative Relation-map Difference Guided Feature Fusion For Multispectral Object Detection (2025)
  Jifeng Shen, Haibo Zhan, Xin Zuo, et al.
  4.22
• REVIVE: A Multi-Modal Framework for Vandalism Detection and Recovery in Autonomous Vehicles (2026)
  Abdullah Tariq Choudhry et al.
  3.51
• Robust Face Super-Resolution and Recognition Through Multi-Feature Aggregation in Diffusion Models (2026)
  Marcelo dos Santos et al.
  3.51
• Rough Path Signature-Guided Geometry Augmentation for Few-Shot Industrial Surface Defect Detection (2026)
  Jiaqi Kuang
  3.51
• UMSS: Towards Unsupervised Multi-modal Semantic Segmentation (2026)
  Haitian Zhang et al.
  3.51
• DeGuNet: Depth-Guided Ultra-Compact Backbones for Efficient LiDAR-Camera 3D Detection (2026)
  Haifa Zhang et al.
  3.51
• Text-Aided Multi-Modal Panoptic Symbol Spotting for CAD Floor Plan Drawings (2026)
  Yan Gong et al.
  3.51
• MambaPSA: A Mamba-based Replacement for C2PSA in YOLO26 (2026)
  Sheng-Wei Chan et al.
  3.51
• Weakly Supervised Spatio-Temporal Candidate Discovery of Dairy Farm Sites from Seasonal Satellite Imagery (2026)
  Usman Haider et al.
  3.51
• Sarus: Privacy-Preserving Multi-Vendor Perception Fusion via Homomorphic Encryption (2026)
  Munawar Hasan et al.
  3.51
• FUSE: Frequency-domain Unification and Spectral Energy Alignment for Multi-modal Object Re-Identification (2026)
  Xuanhao Qi et al.
  3.45
• CMDS-AD: Cross-Modal Dual-Stream Decoupling for Few-Shot Anomaly Detection (2026)
  Junhao Cai et al.
  3.45
• CMTFormer: Marrying Transformer with Hierarchical Information Interaction for RGB-Event Object Detection (2026)
  Yu Li et al.
  3.45
• AnyMatch: Supercharging Universal Multi-Modal Image Matching with Large-Scale Single-View Images (2026)
  Meng Yang et al.
  3.45
• Bridgenet: A Unified Multimodal Framework For Bridging 2D And 3D Industrial Anomaly Detection (2025)
  An Xiang, Zixuan Huang, Xitong Gao, et al.
  3.05
• Bi-directional Self-registration For Misaligned Infrared-visible Image Fusion (2025)
  Timing Li, Bing Cao, Pengfei Zhu, et al.
  2.87
• Crossray3d: Geometry And Distribution Guidance For Efficient Multimodal 3D Detection (2025)
  Huiming Yang, Wenzhuo Liu, Yicheng Qiao, et al.
  2.87
• Graph-based Uncertainty Modeling And Multimodal Fusion For Salient Object Detection (2025)
  Yuqi Xiong, Wuzhen Shi, Yang Wen, et al.
  2.13
• Synthetic and Derived Training Images for Campus Waste Detection: A Multi-Seed Evaluation with YOLOv8n (2026)
  Ali Behbahani et al.
  2.00
• Diffpixelformer: Differential Pixel-aware Transformer For RGB-D Indoor Scene Segmentation (2025)
  Yan Gong, Jianli Lu, Yongsheng Gao, et al.
  1.98
• Modulate-and-Map: Crossmodal Feature Mapping with Cross-View Modulation for 3D Anomaly Detection (2026)
  Alex Costanzino et al.
  1.83
• SGANet: Semantic and Geometric Alignment for Multimodal Multi-view Anomaly Detection (2026)
  Letian Bai et al.
  1.83
• Cross-Modal Mapping and Dual-Branch Reconstruction for 2D-3D Multimodal Industrial Anomaly Detection (2026)
  Radia Daci et al.
  1.78
• EarthBridge: A Solution for 4th Multi-modal Aerial View Image Challenge Translation Track (2026)
  Zhenyuan Chen et al.
  1.78
• RTFDNet: Fusion-Decoupling for Robust RGB-T Segmentation (2026)
  Kunyu Tan and Mingjian Liang
  1.78
• Parameter-Efficient Modality-Balanced Symmetric Fusion for Multimodal Remote Sensing Semantic Segmentation (2026)
  Haocheng Li et al.
  1.78
• Weakly supervised multimodal segmentation of acoustic borehole images with depth-aware cross-attention (2026)
  Jose Luis Lima de Jesus Silva
  1.78
• Group3D: MLLM-Driven Semantic Grouping for Open-Vocabulary 3D Object Detection (2026)
  Youbin Kim et al.
  1.78
• VGGT-MPR: VGGT-Enhanced Multimodal Place Recognition in Autonomous Driving Environments (2026)
  Jingyi Xu et al.
  1.72
• Rethinking Multimodal Few-Shot 3D Point Cloud Segmentation: From Fused Refinement to Decoupled Arbitration (2026)
  Wentao Bian et al.
  1.67
• CroBIM-U: Uncertainty-Driven Referring Remote Sensing Image Segmentation (2026)
  Yuzhe Sun et al.
  1.67
• UBATrack: Spatio-Temporal State Space Model for General Multi-Modal Tracking (2026)
  Qihua Liang et al.
  1.67
• ThermoSplat: Cross-Modal 3D Gaussian Splatting with Feature Modulation and Geometry Decoupling (2026)
  Zhaoqi Su et al.
  1.67
• Salient Object Detection In Complex Weather Conditions Via Noise Indicators (2025)
  Quan Chen, Xiaokai Yang, Tingyu Wang, et al.
  1.61
• Uautrack: Towards Unified Multimodal Anti-uav Visual Tracking (2025)
  Qionglin Ren, Dawei Zhang, Chunxu Tian, et al.
  1.61
• RISE: Single Static Radar-based Indoor Scene Understanding (2025)
  Kaichen Zhou et al.
  1.56
• Contrast-guided Cross-modal Distillation For Thermal Object Detection (2025)
  Siwoo Kim, Jhonghyun An
  1.56
• TUNI: Unifying Pre-training and Fine-tuning with Modality-Aware Mutual Learning and Rectification for RGB-T Semantic Segmentation (2025)
  Xiaodong Guo et al.
  1.44
• Hiddenobject: Modality-agnostic Fusion For Multimodal Hidden Object Detection (2025)
  Harris Song, Tuan-Anh Vu, Sanjith Menon, et al.
  1.39
• A Multimodal Data Fusion Generative Adversarial Network for Real Time Underwater Sound Speed Field Construction (2025)
  Wei Huang et al.
  1.33
• Cross Spatial Temporal Fusion Attention For Remote Sensing Object Detection Via Image Feature Matching (2025)
  Abu Sadat Mohammad Salehin Amit, Xiaoli Zhang, Md Masum Billa Shagar, et al.
  1.28
• A Segmented Robot Grasping Perception Neural Network For Edge AI (2025)
  Casper Bröcheler, Thomas Vroom, Derrick Timmermans, et al.
  1.28
• Lightweight RGB-T Tracking With Mobile Vision Transformers (2025)
  Mahdi Falaki, Maria A. Amer
  1.28
• Revisiting Cross-modal Knowledge Distillation: A Disentanglement Approach For RGBD Semantic Segmentation (2025)
  Roger Ferrod, Cássio F. Dantas, Luigi di Caro, et al.
  1.28