This book constitutes the refereed proceedings of the 30th International Conference on MultiMedia Modeling, MMM 2024, held in Amsterdam, The Netherlands, during January 29February 2, 2024.
The 112 full papers included in this volume were carefully reviewed and selected from 297 submissions. The MMM conference were organized in topics related to multimedia modelling, particularly: audio, image, video processing, coding and compression; multimodal analysis for retrieval applications, and multimedia fusion methods.
FMM: Special Session on Foundation Models for Multimedia.- Removing Stray-Light for Wild-Field Fundus Image Fusion based on Large Generative Models.- Training-free Region Prediction with Stable Diffusion.- Mitigating Fine-Grained Hallucination by Fine-Tuning Large Vision-Language Models with Caption Rewrites.- GDTNet: A Synergistic Dilated Transformer and CNN by Gate Attention for Abdominal Multi-organ Segmentation.- Fine-Grained Multi-Modal Fundus Image Generation Based on
Diffusion Models for Glaucoma Classification.- Adapting Pretrained Large-Scale Vision Models for Face Forgery Detection.- ICDAR: Special Session on Intelligent Cross-Data Analysis and Retrieval.- Towards Cross-modal Point Cloud Retrieval for Indoor Scenes.- Correlation visualization under missing values: a comparison between
imputation and direct parameter estimation methods.- IFI: Interpreting for Improving: a Multimodal Transformer with an Interpretability Technique for Recognition of Risk Events.- OOKPIK - A Collection of Out-of-Context Image-Caption Pairs.- LUMOS-DM: Landscape-based Multimodal Scene Retrieval Enhanced by Diffusion Model.- XR-MACCI: Special Session on eXtelsš
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