Exploring Randomly Wired Neural Networks for Image Recognition

Neural networks for image recognition have evolved through extensive manual design from simple chain-like models to structures with multiple wiring paths. The success of ResNets and DenseNets is due in large part to their innovative wiring plans... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Image Classification ImageNet RandWire-WS Top 1 Accuracy 80.1% # 66
Top 5 Accuracy 94.8% # 47

Methods used in the Paper