Comments (5)
gaopengcuhk
commented on June 29, 2024
Replacing multi-scale depthwise convolution with multi-scale attention mentioned in the original ICCV can improve the mAP from 43.7 => 44.4 with fewer FLOPs, faster training, and less GPU memory.
from smca-detr.
gaopengcuhk
commented on June 29, 2024
We will update our ICCV submission with an explanation and results of the multi-scale bi-directional depthwise encoder.
from smca-detr.
gaopengcuhk
commented on June 29, 2024
Encoder Atten=>DW
R50 43.7=>44.4
R101 44.4=>45.7
from smca-detr.
sirius541
commented on June 29, 2024
谢谢您的回复！ 您的意思是您论文的结果是使用attn做的，但是使用depthwise conv可以达到更高的精度，占用更少的计算资源是吗？
from smca-detr.
gaopengcuhk
commented on June 29, 2024
thanks for your interest in our paper.
from smca-detr.
Related Issues (20)
- multiscale implementation HOT 2
- About input format HOT 20
- ulti_head_attention_forward gaussian[0].permute(2, 0, 1) RuntimeError: number of dims don't match in permute HOT 8
- IndexError: list index out of range when running inference HOT 10
- Question about the FLOPs in Table 1 HOT 3
- pretrained model download link HOT 6
- Does SMCA used warmup? HOT 1
- OOM for ResNet50-DC5 even for 32GB GPUs HOT 11
- 40.38 AP for ResNet50 single level feature HOT 2
- Pre-trained Model on VG
- ACT module release? HOT 1
- How to use target GPU for training？
- How to use target GPU for training？ HOT 2
- Training coco metrics seems to be good but when trained model validated using --eval mode, only garbage values are printed. HOT 3
- Searching for help about the visiulization image. HOT 4
- ACT model compute flops HOT 5
- Code for calculating Flops
- An error occurred while using ACT
- 请问能否开源ACT论文中Knowlwdge Disillation Loss相关代码
- No module named 'ACT.extensions.ada_cluster'
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 smca-detr.