cross-modal fusion

SMR-Net: Semantic-Guided Mutually Reinforcing Network for Cross-Modal Image Fusion and Salient Object Detection AAAI 2025 Text-IRSTD: Leveraging Semantic Text to Promote Infrared Small Target Detection in Complex Scenes ICCV 2025 UniCT Depth: Event-Image Fusion Based Monocular Depth Estimation with Convolution-Compensated ViT Dual SA Block IJCAI 2025 Video Repurposing from User Generated Content: A Large-scale Dataset and Benchmark AAAI 2025 VisiPruner: Decoding Discontinuous Cross-Modal Dynamics for Efficient Multimodal LLMs EMNLP 2025 WaveMamba: Wavelet-Driven Mamba Fusion for RGB-Infrared Object Detection ICCV 2025 Bridging the Gap between 2D and 3D Visual Question Answering: A Fusion Approach for 3D VQA AAAI 2024 Cross-modal Features Interaction-and-Aggregation Network with Self-consistency Training for Speech Emotion Recognition Interspeech 2024 Decompose, Prioritize, and Eliminate: Dynamically Integrating Diverse Representations for Multimodal Named Entity Recognition COLING 2024 Dispel Darkness for Better Fusion: A Controllable Visual Enhancer based on Cross-modal Conditional Adversarial Learning CVPR 2024 Event-assisted Low-Light Video Object Segmentation CVPR 2024 Frequency Spectrum Is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector AAAI 2024 Human-Aware Vision-and-Language Navigation: Bridging Simulation to Reality with Dynamic Human Interactions NeurIPS 2024 Hybrid Mamba for Few-Shot Segmentation NeurIPS 2024 Keypoint Fusion for RGB-D Based 3D Hand Pose Estimation AAAI 2024 MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts EMNLP 2024 Motion Deblurring via Spatial-Temporal Collaboration of Frames and Events AAAI 2024 Rethink Cross-Modal Fusion in Weakly-Supervised Audio-Visual Video Parsing WACV 2024 Revisiting Counterfactual Problems in Referring Expression Comprehension CVPR 2024 Single Frame Semantic Segmentation Using Multi-Modal Spherical Images WACV 2024 SnAG: Scalable and Accurate Video Grounding CVPR 2024 Uncertainty-Guided Modal Rebalance for Hateful Memes Detection ACL 2024 VeXKD: The Versatile Integration of Cross-Modal Fusion and Knowledge Distillation for 3D Perception NeurIPS 2024 2D-3D Interlaced Transformer for Point Cloud Segmentation with Scene-Level Supervision ICCV 2023 Audio-Visual Deception Detection: DOLOS Dataset and Parameter-Efficient Crossmodal Learning ICCV 2023