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Tweaking optimizer system prompt is tedious and not ideal if aiming for ease of use (particularly because various optimizer prompts are not immediately evident). Having some numeric learning rate para…
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The code is [here](https://github.com/microprediction/AOLForTimeSeries/tree/main/code/predictors). The paper is [here](https://www.semanticscholar.org/paper/Adaptive-Online-Learning-for-Time-Series-Pr…
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https://www.cambridge.org/us/files/1915/7488/5061/CambridgePapersinELT_AdaptiveLearning_2017_ONLINE.pdf
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**0. Summary**
- mPLUG 시리즈 중 하나로 Text-Rich Image 타겟 (Document, Webpage, Table, Chart, Natural Image)
- Adaptive Crop (UReader) + Multimodality-Adaptive Module (Owl2) + H-Reducer (Proposed)
- H-Redu…
hjeun updated
3 months ago
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## 一言でいうと
Adamから徐々にSGDへと移行していく最適化手法の提案。既存の研究では大きすぎる学習率の抑制に焦点を置いたものが多かったが、小さすぎる学習率も影響がある点を指摘し、上限/下限を設定することでこれをクリップし所定範囲内で徐々にSGDへ移行するようにしている。
### 論文リンク
https://arxiv.org/abs/1902.09843
### 著…
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Hi,
I am trying to reproduce the experiments in ["Differentially Private Learning with Adaptive Clipping" (2021)](https://arxiv.org/abs/1905.03871), the source code for which is provided under `fed…
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Are you sure it is not the implementation of 《Adaptive Federated Learning in Resource Constrained Edge Computing Systems》?
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Dear titizheng,
Writing with keen interest in your research titled "Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification" I respectfully request information r…
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https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11037243/ Hyperdimensional computing with holographic and adaptive encoder
https://arxiv.org/abs/2405.09689
Generalized Holographic Reduced Represe…
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## 書誌情報
### 論文リンク
### 著者/所属機関
### conf/journal
### year
## どんな論文か?
RAdamの提案論文。
Adamなどの確率ベースの最適化手法におけるバリアンス問題を特定し修正する手法(i.e. RAdam)を提案
## 新規性
## 手法
## 結果
## コメント