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I'm trying to build a binary classifier using a 1 dimensional CNN on a sequence of n-dimensional vectors. I'm trying to combine this with an LSTM to build a hybrid LSTM/CNN model.
It should be st…
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Thanks for your code!
I think use tf.stop_gradient() for both "mean_loc" and "sample_loc" causes the gradients of location network to be None. Here is the gradients information:
GlimpseNetwork/…
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There seems to be a mismatch between pre-trained model and model written in code files.
RuntimeError: Error(s) in loading state_dict for ConvLSTM:
Missing key(s) in state_dict: "lstm.lstm.weight…
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Hello jiangqy,
Thanks for sharing the code. A quick note, to mention that the code could be improved by using a few tricks here and there, in 20 epochs.
Using an updated code and the exact same data…
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I found you used the dot attention with self-attention, i dont know how to write the concat attention when socre is **v * tanh(W[ht; hs])** rather than **ht * hs**
because i was a beginner in tensorf…
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你好，请问直接densnet连接ctc和加上lstm再连ctc哪个效果会比较好，作者有试过吗？
如果想加lstm的话，训练代码需要做什么改变吗
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Thank you for sharing this great repository!
Can you share me the reason why you consider article body as a long sequence instead of sentences. If I want to encode each sentence then use sentences r…
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**System information**
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): **test on macOS 12.2 and Ubuntu 18.04.6 LTS**
- TensorFlow version and how it was installed (source or binary): **2.…
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Please create a table to include the recent algorithms and their performances on the major datasets.
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I trained with the data generated by your tool TextRecognitionDataGenerator.
And trained with 100 iterations, the loss is always be inf, I'm wondering the reason, thx a lot.