---
title: 2023/09/07
tags: meeting # 簡報的標籤
slideOptions: # 簡報相關的設定
theme: black # 顏色主題
transition: 'fade' # 換頁動畫
spotlight:
enabled: true
---

## Meeting

1. Robustness Test
2. presentation

## Robustness Test

為了測試模型能否在 OOD (Out Of Distribution) 的資料上取得魯棒性的表現，我們在 CIFAR10 資料上面訓練，CINIC10 上驗證模型表現，下表是結果

- InD: CIFAR10
- OOD: CINIC10

| Base | Voting | Ours |
| -------- | -------- | -------- |
| 69.9 | NA | NA |
| 69.95 | 71.43 | 72.68 |
| 66.76 | 71.36 | 72.7 |
| 64.78 | 71.12 | 72.46 |
| 65.64 | 71.00 | 72.51 |
| 64.81 | 70.80 | 71.64 |
| 66.37 | 70.75 | 71.96 |
| 69.70 | 71.22 | 72.53 |

- Base 是基礎訓練 100 epochs
- Voting 為 Base 的進行投票
- Ours 為 50 epochs 訓練 backbone 50 epochs 訓練整個網路

## 助教 presentation

1. python introduction https://www.canva.com/design/DAFapAENPzE/BXd68KShUcIhfEHh65f4lA/edit?utm_content=DAFapAENPzE&utm_campaign=designshare&utm_medium=link2&utm_source=sharebutton
2. pytorch introduction https://dongdong-zoez.github.io/HuangLab/1