Keras로 배우는 Advanced Deep Learning
Zach Deane-Mayer
Data Scientist
비교에 유용함
학계에서는 시암네트워크(Siamese networks)로 알려져 있습니다
input_tensor = Input((100,)) hidden_tensor = Dense(256, activation='relu')(input_tensor) hidden_tensor = Dense(256, activation='relu')(hidden_tensor) hidden_tensor = Dense(256, activation='relu')(hidden_tensor) output_tensor = Concatenate()([input_tensor, hidden_tensor]) output_tensor = Dense(256, activation='relu')(output_tensor)
신경망 손실 지형 시각화(Visualizing the Loss Landscape of Neural Nets): https://arxiv.org/pdf/1712.09913.pdf
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