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vineetjohn
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linguistic-style-transfer
Neural network parametrized objective to disentangle and transfer style and content in text
Apache License 2.0
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Use only a single RNN for the encoder phase
#23
vineetjohn
closed
6 years ago
0
Allow separate sizes for content and style embeddings
#22
vineetjohn
closed
6 years ago
0
Plot style embedding using T-SNE
#21
vineetjohn
closed
6 years ago
1
Add sentence classifier implementation
#20
vineetjohn
closed
6 years ago
2
Add Amazon review corpus adapter
#19
vineetjohn
closed
6 years ago
2
Try new activation functions
#18
vineetjohn
closed
6 years ago
1
Reshuffle training data after every epoch
#17
vineetjohn
closed
6 years ago
1
Add validation that classifies of the generated sentence
#16
vineetjohn
closed
6 years ago
1
Add additional loss for being unable to compute the style from the style vector
#15
vineetjohn
closed
6 years ago
2
Add adversarial loss to compete with the way the content embedding is encoded
#14
vineetjohn
closed
6 years ago
0
Use 2 distinct RNN subnetworks to disentangle style and content
#13
vineetjohn
closed
6 years ago
0
Decoder not terminating sentences
#12
vineetjohn
closed
6 years ago
4
Fix problem of poor reconstruction accuracy
#11
vineetjohn
closed
6 years ago
12
Reduce memory usage for Tensorflow graph
#10
vineetjohn
closed
6 years ago
1
Decouple training and inference runs
#9
vineetjohn
closed
6 years ago
1
Allow specification of style vector at inference time
#8
vineetjohn
closed
6 years ago
1
Truncate inference lengths to match ground truth length
#7
vineetjohn
closed
6 years ago
0
Add BLEU scores for validation of inference
#6
vineetjohn
closed
6 years ago
1
Mask zeros for the RNN inputs
#5
vineetjohn
closed
6 years ago
3
Regularize predictions
#4
vineetjohn
closed
6 years ago
1
Use word embeddings to initialize embedding layer
#3
vineetjohn
closed
6 years ago
1
Decoder - Conditional generation on previous word
#2
vineetjohn
closed
6 years ago
1
Selective backprop
#1
vineetjohn
closed
6 years ago
1
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