Titlebook: Computer Vision – ECCV 2024; 18th European Confer Aleš Leonardis,Elisa Ricci,Gül Varol Conference proceedings 2025 The Editor(s) (if applic

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,Deep Cost Ray Fusion for Sparse Depth Video Completion,ramework consistently outperforms or rivals state-of-the-art approaches on diverse indoor and outdoor datasets, including the KITTI Depth Completion benchmark, VOID Depth Completion benchmark, and ScanNetV2 dataset, using much fewer network parameters.

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,Exploring Guided Sampling of Conditional GANs,hat generative adversarial networks (GANs) can also benefit from guided sampling, not even requiring to pre-prepare a classifier (.., classifier guidance) or learn an unconditional counterpart (.., classifier-free guidance) as in diffusion models. Inspired by the organized latent space in GANs, we m

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,MotionChain: Conversational Motion Controllers via Multimodal Prompts,ver, this proficiency remains largely unexplored in other multimodal generative models, particularly in human motion models. By integrating multi-turn conversations in controlling continuous virtual human movements,generative human motion models can achieve an intuitive and step-by-step process of h

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,Idempotent Unsupervised Representation Learning for Skeleton-Based Action Recognition,ion recognition, the features obtained from existing pre-trained generative methods contain redundant information unrelated to recognition, which contradicts the nature of the skeleton’s spatially sparse and temporally consistent properties, leading to undesirable performance. To address this challe

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