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# Distilling the Knowledge in a Neural Network #
- Author: Geoffrey Hinton, Oriol Vinyals, Jeff Dean
- Origin: [https://arxiv.org/abs/1503.02531](https://arxiv.org/abs/1503.02531)
- Related:
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### Paper
Zhu, Zhuangdi & Hong, Junyuan & Zhou, Jiayu. (2021). Data-Free Knowledge Distillation for Heterogeneous Federated Learning.
### Link
https://arxiv.org/abs/2105.10056
### Maybe give moti…
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## 一言でいうと
モデルの蒸留を行い精度を上げる手法を、マルチタスクにも適用した研究。蒸留では教師となるネットワークを先に学習し、教師の予測で生徒を学習させる。本研究では各タスクで教師(アンサンブルのモデル)を作成し、学習データに加え教師モデルの予測結果(分類なら分類確率=soft target)も使い学習を行う
![image](https://user-images.github…
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I‘m new to mmsegmentation and I need to optimize the model, so I wonder how to implement Pruning, Quantization and Knowledge Distillation in mmsegmentation. I didn't find them in document. Please help…
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我想做一个图像翻拍与否的模型（翻拍图像往往有反光），我有一些正例和反例的数据，请问如何构建数据集？希望可以提供数据集构建的方法，十分感谢！
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Hi team,
Thank you for sharing the code for the paper "Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models." The code for Stage 1 (Matrix Mixer Alignment) and Stage 2 (Hidde…
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作者您好，这个代码和“Incremental Detection of Remote Sensing Objects With Feature Pyramid and Knowledge Distillation” 的关系是什么，是该文章的代码吗，但是我看表格不太一样，然后数据集也不太一样
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Here are some topic suggestions for the presentations.
Please comment the topic you want to work on!
## Tools and Frameworks
- GitHub Copilot
- Langchain 👉🏼 @Alex-J-W
- Grammarly 👉🏼 @Leama…
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https://github.com/NVlabs/RADIO
The code and model weights of paper *[CVPR 2024] AM-RADIO: Agglomerative Vision Foundation Model - Reduce All Domains Into One* has been released by Nvidia
> RADI…
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First of all, thank you so much for the valuable contribution to the community,
I followed your instructions and successfully train the network with 51M_deeplab_all.json config, everything was fin…