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The multi-volume set of LNCS books with volume numbers 15059 up to 15147 constitutes the refereed proceedings of the 18th European Conference on Computer Vision, ECCV 2024, held in Milan, Italy, during September 29-October 4, 2024.
The 2387 papers presented in these proceedings were carefully reviewed and selected from a total of 8585 submissions. They deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; motion estimation.
List of contents
Exploring Conditional Multi-Modal Prompts for Zero-shot HOI Detection.- Training-free Video Temporal Grounding using Large-scale Pre-trained Models.- Revisit Self-supervision with Local Structure-from-Motion.- FAMOUS: High-Fidelity Monocular 3D Human Digitization Using View Synthesis.- Efficient Learning of Event-based Dense Representation using Hierarchical Memories with Adaptive Update.- SNP: Structured Neuron-level Pruning to Preserve Attention Scores.- Multi-Granularity Sparse Relationship Matrix Prediction Network for End-to-End Scene Graph Generation.- Flash-Splat: 3D Reflection Removal with Flash Cues and Gaussian Splats.- PALM: Predicting Actions through Language Models.- Motion Keyframe Interpolation for Any Human Skeleton using Point Cloud-based Human Motion Data Homogenisation.- SwiftBrush v2: Make Your One-step Diffusion Model Better Than Its Teacher.- Learning to Localize Actions in Instructional Videos with LLM-Based Multi-Pathway Text-Video Alignment.- Improving Hyperbolic Representations via Gromov-Wasserstein Regularization.- VSViG: Real-time Video-based Seizure Detection via Skeleton-based Spatiotemporal ViG.- DiffSurf: A Transformer-based Diffusion Model for Generating and Reconstructing 3D Surfaces in Pose.- Exploiting Supervised Poison Vulnerability to Strengthen Self-Supervised Defense.- Dense Hand-Object(HO) GraspNet with Full Grasping Taxonomy and Dynamics.- Human Pose Recognition via Occlusion-Preserving Abstract Images.- DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception.- SlimFlow: Training Smaller One-Step Diffusion Models with Rectified Flow.- PhysGen: Rigid-Body Physics-Grounded Image-to-Video Generation.- Depth-Aware Blind Image Decomposition for Real-World Adverse Weather Recovery.- DreamSampler: Unifying Diffusion Sampling and Score Distillation for Image Manipulation.- Reshaping the Online Data Buffering and Organizing Mechanism for Continual Test-Time Adaptation.- Personalized Privacy Protection Mask Against Unauthorized Facial Recognition.- PosterLlama: Bridging Design Ability of Langauge Model to Content-Aware Layout Generation.- PreciseControl: Enhancing Text-To-Image Diffusion Models with Fine-Grained Attribute Control.
