Multimodal Learning

FashionERN: Enhance-and-Refine Network for Composed Fashion Image Retrieval AAAI 2024 Feasibility and benefits of joint learning from MRI databases with different brain diseases and modalities for segmentation MIDL 2024 FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning AAAI 2024 FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models EMNLP 2024 Fewer Steps, Better Performance: Efficient Cross-Modal Clip Trimming for Video Moment Retrieval Using Language AAAI 2024 FFF: Fixing Flawed Foundations in Contrastive Pre-Training Results in Very Strong Vision-Language Models CVPR 2024 Finding and Editing Multi-Modal Neurons in Pre-Trained Transformers ACL 2024 FineCops-Ref: A new Dataset and Task for Fine-Grained Compositional Referring Expression Comprehension EMNLP 2024 Fine-Grained Alignment for Cross-Modal Recipe Retrieval WACV 2024 Finer: Investigating and Enhancing Fine-Grained Visual Concept Recognition in Large Vision Language Models EMNLP 2024 FIRE: Food Image to REcipe Generation WACV 2024 FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models NeurIPS 2024 Flexible Biometrics Recognition: Bridging the Multimodality Gap through Attention Alignment and Prompt Tuning CVPR 2024 FocalDreamer: Text-Driven 3D Editing via Focal-Fusion Assembly AAAI 2024 Focus on Your Instruction: Fine-grained and Multi-instruction Image Editing by Attention Modulation CVPR 2024 FoodieQA: A Multimodal Dataset for Fine-Grained Understanding of Chinese Food Culture EMNLP 2024 Foundation Model for Biomedical Graphs: Integrating Knowledge Graphs and Protein Structures to Large Language Models ACL 2024 Frequency Spectrum Is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector AAAI 2024 From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations CVPR 2024 From LLMs to MLLMs: Exploring the Landscape of Multimodal Jailbreaking EMNLP 2024 From RAG to Riches: Retrieval Interlaced with Sequence Generation EMNLP 2024 From Sights to Insights: Towards Summarization of Multimodal Clinical Documents ACL 2024 FTP: A Human Pose Estimation Method Integrating Temporal and Fine-Grained Feature Fusion ACML 2024 FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion NeurIPS 2024 G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training NeurIPS 2024