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

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Computer Vision – ECCV 2024978-3-031-72646-0Series ISSN 0302-9743 Series E-ISSN 1611-3349

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https://doi.org/10.1007/978-3-031-72646-0artificial intelligence; computer networks; computer systems; computer vision; education; Human-Computer

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Lecture Notes in Computer Sciencehttp://image.papertrans.cn/d/image/242314.jpg

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,Efficient Few-Shot Action Recognition via?Multi-level Post-reasoning,evel. The ensuing spatiotemporal reasoning module operates on multi-level representations to generate discriminative features. As for matching, the contrasts between text-visual and support-query are integrated to provide comprehensive guidance. The experimental results demonstrate that EMP-Net can

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,POA: Pre-training Once for?Models of?All Sizes,r downstream tasks. Remarkably, the elastic student facilitates the simultaneous pre-training of multiple models with different sizes, which?also acts as an additional ensemble of models of various sizes to enhance representation learning. Extensive experiments, including k-nearest neighbors, linear

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,Taming Latent Diffusion Model for?Neural Radiance Field Inpainting,also found the commonly used pixel and perceptual losses are harmful in the NeRF inpainting task. Through rigorous experiments, our framework yields state-of-the-art NeRF inpainting results on various real-world scenes.