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Hi, congratulations on the release of V2. I found the accompanying paper quite interesting
I have a question regarding the performance differences between two approaches in metric depth estimation …
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Thanks for your work!
I want to know how to train for distillation, what's the model of teacher, how to get the teacher model and what's the input of teacher and student. And what losses used for dis…
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This is a great job. Will the code for knowledge distillation and model compression be provided later? Will this project continue to update the latest face recognition technology? If so, that would be…
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# Knowledge distillation (딥러닝 증류 방법)
###### 오늘의 작업곡: [Graduation - 혁오](https://www.youtube.com/watch?v=Yqscc_48tPY)
## 들어가며
마지막 날도 사전 과제용 공부 정리입니다.
마지막 날도 힘"빼서" 가보도록 하죠?!
## 딥러닝에서 Knowl…
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### Metadata: Knowledge Distillation Meets Self-Supervision
- Author: Guodong Xu, Ziwei Liu, Xiaoxiao Li, Chen Change Loy
- Organization: The Chinese University of Hong Kong & Nanyang Technological …
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## 論文リンク
- [arXiv](https://arxiv.org/abs/2106.05945)
## 公開日(yyyy/mm/dd)
2021/06/10
## 概要
## TeX
```
% yyyy/mm/dd
@article{
stanton2021does,
title={Does Knowledge Distillation…
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I want to know why structure knowledge distillation is effective and how it can be used for regression tasks?How to choose the intermediate feature maps for pair-wise knowledge distillation? Is there …
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### Search before asking
- [X] I have searched the YOLOv8 [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussions) and fou…
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I noticed the conclusion in your paper - "In contrast, Single -> Multi knowledge distillation improves or matches the performance of the other methods on all tasks except STS, the only regression task…
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## 論文リンク
https://arxiv.org/pdf/1606.07947.pdf
## 概要
知識蒸留をトークンレベル、文レベルでNMTに適用
パラメータを少なくして学習の高速化やBLEUスコアの向上を確認している。
## 先行研究との差異
## 手法のキモ
NMTに知識蒸留を適用
毎トークンごとの語彙数次元の分類タスクに適用されることにな…