multimodal fusion

Towards Photorealistic Style Transfer with Multimodal Guidance and Robustness to Content Images in Arbitrary Styles WACV 2026 Tri-Modal Fusion Transformers for UAV-based Object Detection CVPR 2026 UniFusion: A Unified Image Fusion Framework with Robust Representation and Source-Aware Preservation CVPR 2026 USE: A Unified Model for Universal Sound Separation and Extraction AAAI 2026 VLMs Guided Interpretable Decision Making in Autonomous Driving WACV 2026 VRCLIP: Multimodal Canonical Correlation Alignment for CLIP-Driven Vision-Radio Person Re-Identification CVPR 2026 x^2-Fusion: Cross-Modality and Cross-Dimension Flow Estimation in Event Edge Space CVPR 2026 3DHumanEdit: Multi-modal Body Part-aware Conditioning Information Integration for 3D Human Manipulation AAAI 2025 5cNLP at BioLaySumm2025: Prompts, Retrieval, and Multimodal Fusion ACL 2025 A Conflict-Guided Evidential Multimodal Fusion for Semantic Segmentation WACV 2025 Adaptive Multimodal Fusion: Dynamic Attention Allocation for Intent Recognition AAAI 2025 AlignMamba: Enhancing Multimodal Mamba with Local and Global Cross-modal Alignment CVPR 2025 AMDANet: Attention-Driven Multi-Perspective Discrepancy Alignment for RGB-Infrared Image Fusion and Segmentation ICCV 2025 Audio-Visual Adaptive Fusion Network for Question Answering Based on Contrastive Learning AAAI 2025 BitMar: Low-Bit Multimodal Fusion with Episodic Memory for Edge Devices EMNLP 2025 Bridge Frame and Event: Common Spatiotemporal Fusion for High-Dynamic Scene Optical Flow CVPR 2025 Bridging Modality Gap for Effective Multimodal Sentiment Analysis in Fashion-related Social Media COLING 2025 CA-MLIF: Cross-Attention and Multimodal Low-Rank Interaction Fusion Framework for Tumor Prognostic Prediction AAAI 2025 Can We Talk Models Into Seeing the World Differently? ICLR 2025 CoLLM: A Large Language Model for Composed Image Retrieval CVPR 2025 Completion as Enhancement: A Degradation-Aware Selective Image Guided Network for Depth Completion CVPR 2025 Contrastive Patient-level Pretraining Enables Longitudinal and Multimodal Fusion for Lung Cancer Risk Prediction MIDL 2025 CoRe-MMRAG: Cross-Source Knowledge Reconciliation for Multimodal RAG ACL 2025 Credibility-Aware Multimodal Fusion Using Probabilistic Circuits AISTATS 2025 CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion ICLR 2025