vaes

vaes copied to clipboard

Hi, In paper https://arxiv.org/pdf/1505.05770.pdf, equation 15, loss function is F(x), and we need to minimize this F(x). The equation 15 after some transformation, first term is KL divergence (positive), senond...

weixsong

ELBO function

5

Hi, The Elbo function returns monitor_functions, a dictionary of elements to monitor. In train.py and evaluation.py, you call elbo_loss, which returns monitor_functions. So far so good. In train.py, you call...

erlebach

UnlabelledDataSet: self.images

2

Hi, Yet, in train(), you call: feed_dict[x], feed_dict[x_w] = training_data.next_batch(batch_size, whitened=False) (my line numbers no longer correspond to yours). Note that in UnlabelledDataSet, the last few lines are: if whitened:...

erlebach

We should really be using convnets... My computer can't really handle them though. I have a LeNet-style encoder training (and doing a good job!) but 20x slower than the single...

isaachenrion