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For questions related to the transformer, which is a deep machine learning model introduced in 2017 in the paper "Attention Is All You Need", used primarily in the field of natural language processing (NLP).

20 votes
3 answers
14k views

What kind of word embedding is used in the original transformer?

In the tutorial linked above, the transformer is implemented from scratch and nn.Embedding from pytorch is used for the embeddings. …
Bert Gayus's user avatar
1 vote
0 answers
643 views

What does the outputlayer of BERT for masked language modelling look like?

Update: In the tutorial The Illustrated GPT-2 (Visualizing Transformer Language Models) I found an explanation for GPT-2 which seems to be similar to my question. …
Bert Gayus's user avatar
0 votes
2 answers
128 views

Are there any works that deal with 2D pose estimation in videos?

Since pose estimation is often a task where spatial-temporal context should be helpful in finding subsequent key points, I thought there should be many papers on it. However, I could not find any work …
Bert Gayus's user avatar