MultiMedia Modeling

MultiMedia Modeling

31st International Conference on Multimedia Modeling, MMM 2025, Nara, Japan, January 8-10, 2025, Proceedings, Part III

Yamasaki, Toshihiko; Yanai, Keiji; Kompatsiaris, Ioannis; Xu, Changsheng; Chu, Wei-Ta; Riegler, Michael; Ide, Ichiro; Nitta, Naoko

Springer Nature Switzerland AG

12/2024

454

Mole

9789819620630

15 a 20 dias

Descrição não disponível.
Regular Papers.- Modeling High-order Relationships between Human and Video for Emotion Recognition.- MPPQNet: A Moment-Preserving Product Quantization Neural Network for Progressive 3D Point Cloud Transmission.- MS-SAM:Multi-Scale SAM based on Dynamic Weighted Agent Attention.- MSA-Former: Multi-Scale Adaptive Transformer for Image Snow Removal.- MSD-YOLO : An Efficient Algorithm for Small Target Detection.- Multi-Modal Information Multi-Angle Mining For Multimedia Recommendation.-Multimodal Prompt Learning for Audio Visual Scene-aware Dialog.- Music2MIDI: Pop Music to MIDI Piano Cover Generation.- Noise-robust Separating Multi-source Aliased Vibration Signal Based on Transformer Demucs.- One-Shot Generative Domain Adaptation by Constructing Self-Amplifying Datasets.- Open-vocabulary Scene Graph Generation via Synonym-based Predicate Descriptor.- Operatic Singing Voice Synthesis From Inexperienced Voice Considering Tempo and Vowel Change.- Optimally Planning Drone Trajectories to Capture 3D Gaussian Splatting Objects.- PA2Net: Pyramid Attention Aggregation Network for Saliency Detection.- PianoPal: A Robotic Multimedia System for Interactive Piano Instruction Based on Q-learning and Real-time Feedback.- Poseidon: A NAS-Based Ensemble Defense Method against Multiple Perturbations.- Progressive Neural Architecture Generation with Weaker Predictors.- Pubic Symphysis-Fetal Head Segmentation Network Using BiFormer Attention Mechanism and Multipath Dilated Convolution.- QRALadder: QoE and Resource Consumption-Aware Encoding Ladder Optimization for Live Video Streaming.- Quantized-ViT Efficient Training via Fisher Matrix Regularization.- Real-Time Action Detection in Volleyball Matches Using DETR Architecture.- Revisit Data Association in Semantic SLAM Systems for Autonomous Parking.-RobSparse: Automatic Search for GPU-Friendly Robust and Sparse Vision Transformers.- Robust Active Speaker Detection in Challenging Environments Using GNN-Fused Multi-Modal Cues and Body Language.- RoLD: Robot Latent Diffusion for Multi-task Policy Modeling.- Rotation Methods for 360-degree Videos in Virtual Reality - A Comparative Study.- Saliency Based Data Augmentation for Few-shot Video Action Recognition.- Saliency Guided Optimization Of Diffusion Latents.- SCANet: Semantic Coherence Attention Network for Clothing Change Person Re-identification.- SCLSTE: Semi-Supervised Contrastive Learning-Guided Scene Text Editing.- Select and Order: Enhancing Few-Shot Image Classification through In-Context Learning.- Self-Supervised Reference-based Image Super-Resolution with Conditional Diffusion Model.
machine learning;image analysis;semantic information;computer programming;multimedia content analysis;multimedia mining;signal processing and communications;multimedia abstraction and summarization;security and content protection;multimedia applications;media content browsing and retrieval tools;multi-camera and multi-view;multimedia databases, content delivery and transport;audio, image, video processing, coding and compression;multimodal analysis for retrieval applications;multimedia fusion methods;semantic analysis of multimedia and contextual data;media representation and algorithms;multimedia content generation;multimedia analytics applications