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We were considering adding cycle-consistency loss and VampPrior as described in [Integrating single-cell RNA-seq datasets with substantial batch effects | bioRxiv](https://www.biorxiv.org/content/10.1…
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## 一言でいうと
時間変化の表現を、教師なしで学習する試み。同じ動作を行っている2つの動画を用意し、画像フレームをEncodeして表現を作成=>相手先の画像フレームから表現が最も近いものを選択=>相手先からも選んだ場合一致するか、で学習する(Cycle Consistency)。
### 論文リンク
https://arxiv.org/abs/1904.07846
###…
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I use the provided pre-trained model and script to reproduce Cycle Consistency but the results are very poor, My l2 distance is more than 10.how can I get the results in the paper?
![scatter_source…
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Hi @fbxiang , thanks for sharing the codes.
I did some simple experiments, and it seems that removing the cycle loss leads to better novel view synthesis (but maybe more distorted uv map).
In Fig. 3…
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### The problem
In the string
component::generic_hygrostat::config::step::user::data_description::min_cycle_duration
the word "option" should be replaced by "entity":
"Set a minimum a…
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Cycle Consistency + Decision Transformer
Like world model, we learn a forward and back dynamic model. Then we use these DMs to constraint decision transformer training using cycle consistency const…
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Thank you for your great job!
We found something works not ideally in the training process, which is the increasing of the generator's cycle_consistency_loss. According to the essay, the loss forces …
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### Problem
The current React project is manually implementing UI components, which can lead to inconsistencies in design and increased development time. This approach makes it challenging to maintai…
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### Problem
The current React project is manually implementing UI components, which can lead to inconsistencies in design and increased development time. This approach makes it challenging to maintai…
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There are some cases where there's the need of deploy stacks in a certain order.
A common example is deploying a single reverse proxy (traefik in my case) in its own stack and then attach the servi…