cross-modal fusion

Unaligned UAV RGBT Tracking: A Largescale Benchmark and a Novel Approach AAAI 2026 Uncertainty-Aware Modality Fusion for Unaligned RGB-T Salient Object Detection CVPR 2026 VIAFormer: Voxel-Image Alignment Transformer for High-Fidelity Voxel Refinement CVPR 2026 VideoFusion: A Spatio-Temporal Collaborative Network for Multi-modal Video Fusion CVPR 2026 Walking Further: Semantic-Aware Multimodal Gait Recognition Under Long-Range Conditions AAAI 2026 AMDANet: Attention-Driven Multi-Perspective Discrepancy Alignment for RGB-Infrared Image Fusion and Segmentation ICCV 2025 Asymmetric Hierarchical Difference-aware Interaction Network for Event-guided Motion Deblurring AAAI 2025 Boosting Multimodal Learning via Disentangled Gradient Learning ICCV 2025 Cross-Modal 3D Representation with Multi-View Images and Point Clouds CVPR 2025 Enhancing Post-Treatment Visual Acuity Prediction with Multimodal Deep Learning on Small-scale Clinical and OCT Datasets MIDL 2025 Few-Shot Incremental Learning via Foreground Aggregation and Knowledge Transfer for Audio-Visual Semantic Segmentation AAAI 2025 Graph4MM: Weaving Multimodal Learning with Structural Information ICML 2025 Language-Guided Audio-Visual Learning for Long-Term Sports Assessment CVPR 2025 Learnable Retrieval Enhanced Visual-Text Alignment and Fusion for Radiology Report Generation ICCV 2025 MAFMO: Multi-modal Adaptive Fusion with Meta-template Optimization for Vision-Language Models EMNLP 2025 MindCustomer: Multi-Context Image Generation Blended with Brain Signal ICML 2025 Mitigating Audiovisual Mismatch in Visual-Guide Audio Captioning Interspeech 2025 Multimodal Fake News Detection: MFND Dataset and Shallow-Deep Multitask Learning IJCAI 2025 Multispectral Object Detection Enhanced by Cross-Modal Information Complementary and Cosine Similarity Channel Resampling Modules WACV 2025 ORID: Organ-Regional Information Driven Framework for Radiology Report Generation WACV 2025 PAVE: Patching and Adapting Video Large Language Models CVPR 2025 Point Clouds Meets Physics: Dynamic Acoustic Field Fitting Network for Point Cloud Understanding CVPR 2025 Pseudo Visible Feature Fine-Grained Fusion for Thermal Object Detection CVPR 2025 RaCMC: Residual-Aware Compensation Network with Multi-Granularity Constraints for Fake News Detection AAAI 2025 RGBT Tracking via All-layer Multimodal Interactions with Progressive Fusion Mamba AAAI 2025