Comments (4)
jihaonew
commented on July 29, 2024
Hi, the comparison is in Table 8 of our paper.
| Mask type | Region | Random |
|---|---|---|
| Deit-T | 72.2 | 72.7 |
| ResNet50 | 79.3 | 78.3 |
Note that the region mask is used by CutMix.
from tokenmix.
cmsflash
commented on July 29, 2024
I see. Sorry for missing the table when reading your paper.
| Mask type | Region | Random | Block |
|---|---|---|---|
| Deit-T | 72.2 | 72.7 | 72.7 |
| DeiT-S | 79.8 | 80.6 | 80.6 |
| ResNet-50 | 79.3 | 78.3 | 79.7 |
From the full table, it seems that random and block sampling work similarly well for ViTs. Block sampling is only advantageous on CNNs?
Also, when apply to CNNs, is the method more like just BlockMix because there is no notion of tokens?
from tokenmix.
jihaonew
commented on July 29, 2024
Block sampling is only advantageous on CNNs?
Yes.
BlockMix for CNNs
This one should be more accurate.
from tokenmix.
cmsflash
commented on July 29, 2024
Thank you so much for the classifications. An awesome work!
from tokenmix.
Related Issues (13)
- Code availability?! HOT 3
- How to partition the mask area into multiple separated parts? HOT 1
- 代码在哪里呢？？？ HOT 1
- No code, no hype, no star, no fork HOT 1
- Have you considered TokenMix in hidden layers? HOT 4
- Not found slurm.conf
- how to add this tokenmix in swin transformer
- Dimension inconsistency of the token labels
- neural activation map part,
- Checkpoints
- TokenMix on CIFAR10
- Sharing the pre-trained transformer trained with TokenMix
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from tokenmix.