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## 一言でいうと
画像のセグメンテーションタスクでも、構造の自動探索を行なったという研究。既存の探索はセル構造のみ探索してそれを規定のネットワークに当てはめる形だったが、本研究ではネットワーク構造についても深さ/チャンネル数という軸で探索を行なっている。この結果いくつかのタスクでSOTAを更新している
### 論文リンク
https://arxiv.org/abs/1901.0…
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## 一言でいうと
DNNの実行で、再利用可能なモジュールを組み合わせる試み。全体としては強化学習(AlphaZero)の枠組みで、環境以外にプログラムのembeddingを受け取りLSTMで処理、Action/Valueを出力するという流れになっている。LSTMはプログラムの実行環境として動作し、STOPというactionが出るまで実行を続ける。
![image](https://u…
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Hi everyone! First of all, thank you for the amazing work on sktime—it's an incredibly useful library.
I have a question regarding the ForecastGridSearch implementation. Specifically, I'm unsure fr…
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The constraint limit the btn in
https://github.com/alibaba/lightweight-neural-architecture-search/blob/6bf4d6949ed690b8ef59bcb843e2d36d03ebecd1/tinynas/spaces/mutator/super_res_k1kx_mutator.py#L72
h…
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Hello, thank you so much for the great awesome amazing FluentAI rare life saver extension ! 💯 🥇
and a special thank and immense gratitude to great Mr @yazykextension for the rare exceptional v…
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### Is your feature request related to a problem?
Currently neural-search supports text and image fields for generation of embeddings in both ingestion and search. Content can be of other types like …
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This is still pending my completion of the python->c++ port of the MCTS logic, of course. This is taking me longer than one might expect because I am building in all the parallelization niceties that …
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### Expected behavior
`dynamic_one_shot` works as a QNode transform.
### Actual behavior
```python
@partial(qml.dynamic_one_shot, postselect_mode="fill-shots")
@qml.qnode(qml.device("default.qubi…
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Currently the model always takes greedy decision for each step in the sequence path. During prediction, this is usually not optimal as the best path may not be the greedy path. Beam search is often us…
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**Is your feature request related to a problem? Please describe.**
We usually interpret confidence scores as a proxy for the error estimate in the keypoints prediction. However, it is well known that…
sfmig updated
3 months ago