Multimodal Learning

Multimodal Lego: Model Merging and Fine-Tuning Across Topologies and Modalities in Biomedicine ICLR 2025 Multimodal Machine Translation with Text-Image In-depth Questioning ACL 2025 Multimodal Medical Code Tokenizer ICML 2025 Multi-Modal Multi-Task Affective States Recognition Based on Label Encoder Fusion Interspeech 2025 Multi-Modal Multi-Task Unified Embedding Model (M3T-UEM): A Task-Adaptive Representation Learning Framework ICCV 2025 Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models NAACL 2025 Multimodal Neural Machine Translation: A Survey of the State of the Art EMNLP 2025 Multimodal Prior Learning with Double Constraint Alignment for Snapshot Spectral Compressive Imaging IJCAI 2025 Multimodal Prompt Alignment for Facial Expression Recognition ICCV 2025 Multimodal Quantitative Language for Generative Recommendation ICLR 2025 Multimodal Retrieval-Augmented Generation: Unified Information Processing Across Text, Image, Table, and Video Modalities ACL 2025 Multi-modal Segment Anything Model for Camouflaged Scene Segmentation ICCV 2025 Multimodal Silent Recognition of Phonemes Using Radar and Optopalatographic Silent Speech Interfaces Interspeech 2025 Multimodal Situational Safety ICLR 2025 Multi-Modal Synergistic Implicit Image Enhancement for Efficient Optical Flow Estimation CVPR 2025 Multi-modal Topology-embedded Graph Learning for Spatially Resolved Genes Prediction from Pathology Images with Prior Gene Similarity Information CVPR 2025 Multimodal Transformers for Clinical Time Series Forecasting and Early Sepsis Prediction NAACL 2025 Multimodal UNcommonsense: From Odd to Ordinary and Ordinary to Odd EMNLP 2025 Multimodal Unsupervised Domain Generalization by Retrieving Across the Modality Gap ICLR 2025 Multimodal Variational Autoencoder: A Barycentric View AAAI 2025 Multimodal Zero-Shot Framework for Deepfake Hate Speech Detection in Low-Resource Languages Interspeech 2025 Multi-Pair Temporal Sentence Grounding via Multi-Thread Knowledge Transfer Network AAAI 2025 Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning ICLR 2025 MultiReflect: Multimodal Self-Reflective RAG-based Automated Fact-Checking ACL 2025 Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation CVPR 2025