Paper Decoder
![[Paper Review] LSTM-based Encoder-Decoder for Multi-sensor Anomaly ...](https://i.ytimg.com/vi/X5eXxPSuqFM/maxresdefault.jpg?sqp=-oaymwEmCIAKENAF8quKqQMa8AEB-AH-CYAC0AWKAgwIABABGDggISh_MA8=&rs=AOn4CLAPrKgEgLqzSaYB9RPpGXp8ImCB1w)
![Ayush Subedi | [Paper Exploration] An Image is Worth 16x16 Words ...](https://miro.medium.com/v2/resize:fit:1400/0*ibdpYn8Q0RfWRZoI.png)
%2C%20encodes%20the%20input%20once%20and%20decodes%20the%20output%20in%20parallel%2C%20boosting%20both%20training%20and%20inference%20efficiency%20by%20avoiding%20duplicate%20input%20encoding%20and%20increasing%20the%20operational%20intensity%20(ratio%20of%20numbers%20of%20arithmetic%20operation%20to%20memory%20access)%20of%20decoding%20process%20by%20sharing%20the%20input%20key-value%20cache.%20We%20achieve%20computation%20reduction%20that%20roughly%20scales%20with%20the%20number%20of%20subtasks%2C%20gaining%20up%20to%204.6x%20speed-up%20over%20state-of-the-art%20models%20for%20dialogue%20state%20tracking%2C%20summarization%2C%20and%20question-answering%20tasks%2C%20with%20comparable%20or%20better%20performance.)
![[Paper Review]Auto-Encoding Variational Bayes(VAE) - Good Young](https://goodyoung.github.io/images/paper/vae/decoder.png)
![[論文レビュー] An Enhanced Encoder-Decoder Network Architecture for Reducing ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/an-enhanced-encoder-decoder-network-architecture-for-reducing-information-loss-in-image-semantic-segmentation-1.png)
![[딥러닝 / PyTorch] Transformer 구현 (4) Model](https://raw.githubusercontent.com/angiekim05/study/master/Paper_Code_Practice/Transformer/src/decoder.png)
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