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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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.