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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,OvSW: Overcoming Silent Weights for?Accurate Binary Neural Networks,endence of the BNNs gradient from the latent weight distribution. To address the issue, we propose Overcome Silent Weights?(OvSW). OvSW first employs Adaptive Gradient Scaling?(AGS) to establish a relationship between the gradient and the latent weight distribution, thereby improving the overall eff

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,Mamba-ND: Selective State Space Modeling for?Multi-dimensional Data,?.). Empirically, we show that Mamba-ND demonstrates performance competitive with the state-of-the-art on various multi-dimensional benchmarks, including ImageNet-1K classification, HMDB-51 and UCF-101 action recognition, ERA5 weather forecasting and BTCV 3D segmentation. Code is available at

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,Click Prompt Learning with?Optimal Transport for?Interactive Segmentation,nowledge about regions of interest, indicating a consistent user intention. To capture diverse user intentions, we further propose the click prompt optimal transport module (CPOT) to match click prompts and visual features. CPOT is designed to learn an optimal mapping between click prompts and visua

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