Key papers

• OmniTransfer: All-in-one Framework for Spatio-temporal Video Transfer (2026)
  Pengze Zhang et al.
  10.03
• Recognition-Synergistic Scene Text Editing (2025)
  Zhengyao Fang et al.
  5.59
• Multimodal Fusion SLAM With Fourier Attention (2025)
  Youjie Zhou, Guofeng Mei, Yiming Wang, et al.
  5.22
• Modeling Local, Global, and Cross-Modal Context in Multimodal 3D MRI (2026)
  Minh Duc Do et al.
  4.95
• Advancing Talking Head Generation: A Comprehensive Survey Of Multi-modal Methodologies, Datasets, Evaluation Metrics, And Loss Functions (2025)
  Vineet Kumar Rakesh, Soumya Mazumdar, Research Pratim Maity, et al.
  4.55
• 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
• Modality-aware Infrared And Visible Image Fusion With Target-aware Supervision (2025)
  Tianyao Sun, Dawei Xiang, Tianqi Ding, et al.
  4.47
• EmoEUS: Uncertainty Supervision for Multimodal Emotion Recognition in Conversation (2026)
  Zilong Huang et al.
  4.39
• SAC$^2$-Net: Semantic Anchoring and Complementary-Consensus Fusion for Multimodal Micro-Expression Recognition (2026)
  Xuepeng Zheng et al.
  4.33
• MultiAct: Text-to-Motion Generation from Composite Text via Tailored Attention Guidance (2026)
  Nathan Sala et al.
  4.27
• Multi-modal Co-learning for Earth Observation: Enhancing single-modality models via modality collaboration (2025)
  Francisco Mena et al.
  4.03
• Seeing, Hearing, and Knowing Together: Multimodal Strategies in Deepfake Videos Detection (2026)
  Chen Chen and Dion Hoe-Lian Goh
  3.98
• CLIMD: A Curriculum Learning Framework For Imbalanced Multimodal Diagnosis (2025)
  Kai Han, Chongwen Lyu, Lele Ma, et al.
  3.81
• Mamba-fetrack V2: Revisiting State Space Model For Frame-event Based Visual Object Tracking (2025)
  Shiao Wang, Ju Huang, Qingchuan Ma, et al.
  3.72
• UMSS: Towards Unsupervised Multi-modal Semantic Segmentation (2026)
  Haitian Zhang et al.
  3.51
• Should Missing Modalities Always Be Necessary to Repair for Multi-modal Sentiment Analysis? (2026)
  Yubo Gao et al.
  3.51
• What You Have Is What You Track: Adaptive And Robust Multimodal Tracking (2025)
  Yuedong Tan, Jiawei Shao, Eduard Zamfir, et al.
  3.18
• Towards A Generalizable Fusion Architecture For Multimodal Object Detection (2025)
  Jad Berjawi, Yoann Dupas, Christophe C'Erin
  2.87
• Hierarchical Identity Learning For Unsupervised Visible-infrared Person Re-identification (2025)
  Haonan Shi, Yubin Wang, de Cheng, et al.
  2.79
• MMTL-UniAD: A Unified Framework for Multimodal and Multi-Task Learning in Assistive Driving Perception (2025)
  Wenzhuo Liu et al.
  2.76
• EVA01: Unified Native 3D Understanding and Generation via Mixture-of-Transformers (2026)
  Zongyuan Yang et al.
  1.89
• Harmonized Tabular-Image Fusion via Gradient-Aligned Alternating Learning (2026)
  Longfei Huang and Yang Yang
  1.83
• Modulate-and-Map: Crossmodal Feature Mapping with Cross-View Modulation for 3D Anomaly Detection (2026)
  Alex Costanzino et al.
  1.83
• CrossWeaver: Cross-modal Weaving for Arbitrary-Modality Semantic Segmentation (2026)
  Zelin Zhang et al.
  1.83
• SGANet: Semantic and Geometric Alignment for Multimodal Multi-view Anomaly Detection (2026)
  Letian Bai et al.
  1.83
• M-IDoL: Information Decomposition for Modality-Specific and Diverse Representation Learning in Medical Foundation Model (2026)
  Yihang Liu and Ying Wen and Jiaxiong Yang and Longzhen Yang and Lianghua He and Heng Tao Shen
  1.83
• QuickGrasp: Responsive Video-Language Querying Service via Accelerated Tokenization and Edge-Augmented Inference (2026)
  Miao Zhang et al.
  1.78
• STMI: Segmentation-Guided Token Modulation with Cross-Modal Hypergraph Interaction for Multi-Modal Object Re-Identification (2026)
  Xingguo Xu et al.
  1.78
• CLEAR: Null-Space Projection for Cross-Modal De-Redundancy in Multimodal Recommendation (2026)
  Hao Zhan et al.
  1.78
• SGMA: Semantic-Guided Modality-Aware Segmentation for Remote Sensing with Incomplete Multimodal Data (2026)
  Lekang Wen et al.
  1.78
• Missing No More: Dictionary-Guided Cross-Modal Image Fusion under Missing Infrared (2026)
  Yafei Zhang et al.
  1.78
• SiMO: Single-Modality-Operable Multimodal Collaborative Perception (2026)
  Jiageng Wen et al.
  1.78
• Exploring Modality-Aware Fusion and Decoupled Temporal Propagation for Multi-Modal Object Tracking (2026)
  Shilei Wang et al.
  1.78
• LogoDiffuser: Training-Free Multilingual Logo Generation and Stylization via Letter-Aware Attention Control (2026)
  Mingyu Kang et al.
  1.78
• UniVid: Pyramid Diffusion Model for High Quality Video Generation (2026)
  Xinyu Xiao et al.
  1.78
• Parameter-Efficient Modality-Balanced Symmetric Fusion for Multimodal Remote Sensing Semantic Segmentation (2026)
  Haocheng Li et al.
  1.78
• TransText: Alpha-as-RGB Representation for Transparent Text Animation (2026)
  Fei Zhang et al.
  1.78
• Multi-Modal Image Fusion via Intervention-Stable Feature Learning (2026)
  Xue Wang et al.
  1.78
• A Baseline Multimodal Approach to Emotion Recognition in Conversations (2026)
  V\'ictor Yeste et al.
  1.72
• Interactive Spatial-Frequency Fusion Mamba for Multi-Modal Image Fusion (2026)
  Yixin Zhu and Long Lv and Pingping Zhang and Xuehu Liu and Tongdan Tang and Feng Tian and Weibing Sun and Huchuan Lu
  1.72
• DCER: Dual-Stage Compression and Energy-Based Reconstruction (2026)
  Yiwen Wang et al.
  1.72
• A Unified Framework for Multimodal Image Reconstruction and Synthesis using Denoising Diffusion Models (2026)
  Weijie Gan et al.
  1.72
• MPA: Multimodal Prototype Augmentation for Few-Shot Learning (2026)
  Liwen Wu et al.
  1.72
• PRISM-XR: Empowering Privacy-Aware XR Collaboration with Multimodal Large Language Models (2026)
  Jiangong Chen et al.
  1.72
• Effective and Robust Multimodal Medical Image Analysis (2026)
  Joy Dhar and Nayyar Zaidi and Maryam Haghighat
  1.72
• Robust Self-Supervised Cross-Modal Super-Resolution against Real-World Misaligned Observations (2026)
  Xiaoyu Dong et al.
  1.72
• Test-time Adaptive Hierarchical Co-enhanced Denoising Network for Reliable Multimodal Classification (2026)
  Shu Shen et al.
  1.67
• A Geolocation-Aware Multimodal Approach for Ecological Prediction (2026)
  Valerie Zermatten et al.
  1.67
• SkeFi: Cross-Modal Knowledge Transfer for Wireless Skeleton-Based Action Recognition (2026)
  Shunyu Huang et al.
  1.67
• Evolving Without Ending: Unifying Multimodal Incremental Learning for Continual Panoptic Perception (2026)
  Bo Yuan et al.
  1.67
• ELF: A Family of Encoder-Free ECG-Language Models (2026)
  William Han et al.
  1.67
• Physics-Aware Novel-View Acoustic Synthesis with Vision-Language Priors and 3D Acoustic Environment Modeling (2026)
  Congyi Fan et al.
  1.67
• MIDI-LLaMA: An Instruction-Following Multimodal LLM for Symbolic Music Understanding (2026)
  Meng Yang et al.
  1.67
• Multimodal Skeleton-Based Action Representation Learning via Decomposition and Composition (2025)
  Hongsong Wang et al.
  1.61
• Towards Aligning Multimodal LLMs with Human Experts: A Focus on Parent-Child Interaction (2025)
  Weiyan Shi et al.
  1.56
• Attentive AV-FusionNet: Audio-Visual Quality Prediction with Hybrid Attention (2025)
  Ina Salaj et al.
  1.44
• Collaboration of Fusion and Independence: Hypercomplex-driven Robust Multi-Modal Knowledge Graph Completion (2025)
  Zhiqiang Liu et al.
  1.44
• I$^3$-MRec: Invariant Learning with Information Bottleneck for Incomplete Modality Recommendation (2025)
  Huilin Chen et al.
  1.39
• Collaborative Multi-Modal Coding for High-Quality 3D Generation (2025)
  Ziang Cao et al.
  1.39
• Hiddenobject: Modality-agnostic Fusion For Multimodal Hidden Object Detection (2025)
  Harris Song, Tuan-Anh Vu, Sanjith Menon, et al.
  1.39