The Street View House Numbers Dataset
PulseAugur coverage of The Street View House Numbers Dataset — every cluster mentioning The Street View House Numbers Dataset across labs, papers, and developer communities, ranked by signal.
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FAIR-Pruner框架支持自适应逐层神经网络剪枝
研究人员开发了FAIR-Pruner，一个用于深度神经网络自动、逐层结构化剪枝的新框架。该方法通过使用移除导向和保护导向的信号，自适应地在网络层之间分配稀疏度。在包括视觉模型和Qwen1.5-MoE模型在内的各种数据集和模型架构上的实验表明，FAIR-Pruner实现了强大的精度-压缩权衡。该框架可作为一个开源包使用。
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GEM-FI: Gated Evidential Mixtures with Fisher Modulation
Researchers have introduced GEM-FI, a novel family of models designed to improve uncertainty estimation in deep learning. This approach addresses limitations of existing Evidential Deep Learning methods, which can be ov…
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RDCNet achieves state-of-the-art image classification with novel dilated convolution
Researchers have introduced RDCNet, a novel architecture designed to improve image classification accuracy. The network integrates a Multi-Branch Random Dilated Convolution module for capturing fine-grained features and…
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New AI methods enhance out-of-distribution detection and representation learning
Researchers have developed UFCOD, a novel framework for few-shot cross-domain out-of-distribution (OOD) detection. UFCOD leverages information-geometric analysis of diffusion trajectories, extracting 'Path Energy' and '…