- What are 1x1 Convolutions (and how do they make your model lighter and faster)? A 4-minute visual guide. https://open.substack.com/pub/codecompass00/p/1x1-convolutions-supercharge--machine-learning?r=rcorn 3 comments learnmachinelearning
Linked pages
- GitHub - vdumoulin/conv_arithmetic: A technical report on convolution arithmetic in the context of deep learning https://github.com/vdumoulin/conv_arithmetic 6 comments
- [1512.03385] Deep Residual Learning for Image Recognition http://arxiv.org/abs/1512.03385 6 comments
- [1704.04861] MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications https://arxiv.org/abs/1704.04861 0 comments
- [1602.07360] SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and &ampampampampampampampampampampampampampampampampampampLT0.5MB model size https://arxiv.org/abs/1602.07360 0 comments
- [1409.4842] Going Deeper with Convolutions http://arxiv.org/abs/1409.4842 0 comments
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