Neural-Style-Transfer-Papers
:pencil2: Neural Style Transfer: A Review (by ycjing)
Style-Transfer-in-Text
Paper List for Style Transfer in Text (by fuzhenxin)
| Neural-Style-Transfer-Papers | Style-Transfer-in-Text | |
|---|---|---|
| 1 | 3 | |
| 1,629 | 1,620 | |
| 0.1% | 0.2% | |
| 0.0 | 1.2 | |
| about 3 years ago | about 2 years ago | |
| - | - |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Neural-Style-Transfer-Papers
Posts with mentions or reviews of Neural-Style-Transfer-Papers.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-08-30.
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[R] CtrlGen Workshop at NeurIPS 2021 (Controllable Generative Modeling in Language and Vision)
Style-sensitive generation or style transfer (for text and vision)
Style-Transfer-in-Text
Posts with mentions or reviews of Style-Transfer-in-Text.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-10-01.
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Suggestions on Cool NLP Projects!
I've been working on a way to train GPT-2 with HuggingFace Transformers (using aitextgen) to write short stories trained on public domain authors! I've been planning to look through these style transfer resources if you're interested.
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Training GPT-2 with HuggingFace Transformers to sound like a certain author
Check out the "Stylistic Related Papers" and especially the "Controlled Text Generation" sections of this Github papers list -- sounds like a similar problem to what you're thinking of.
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Something like style transfer for language processing?
There's been quite a bit of work on extending the same concept to text, with "style" often being used to refer to aspects like sentiment/aspect. https://github.com/fuzhenxin/Style-Transfer-in-Text is a good collection of recent work in NLP in this area. Specifically for authorial style, I'm aware of this recent one. Also relevant might be earlier work on author obfuscation and imitation.
What are some alternatives?
When comparing Neural-Style-Transfer-Papers and Style-Transfer-in-Text you can also consider the following projects:
Faces2Anime - Faces2Anime: Cartoon Style Transfer in Faces using Generative Adversarial Networks. Masters Thesis 2021 @ NTUST.
awesome-refreshing-llms - EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.
git-quick-stats - ▁▅▆▃▅ Git quick statistics is a simple and efficient way to access various statistics in git repository.
gpt-2-simple - Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts
Text_Style_Transfer_Survey - This repo collects the articles for text attribute transfer
arpa