scut-aitcm / Competitive Inner Imaging Senet
Source code of paper: (not available now)
Stars: ✭ 89
Programming Languages
python
139335 projects - #7 most used programming language
Projects that are alternatives of or similar to Competitive Inner Imaging Senet
Sockeye
Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet
Stars: ✭ 990 (+1012.36%)
Mutual labels: attention-mechanism, mxnet
Attend infer repeat
A Tensorfflow implementation of Attend, Infer, Repeat
Stars: ✭ 82 (-7.87%)
Mutual labels: attention-mechanism
Hierarchical Attention Networks
TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"
Stars: ✭ 75 (-15.73%)
Mutual labels: attention-mechanism
Mxnet Gluon Syncbn
MXNet Gluon Synchronized Batch Normalization Preview
Stars: ✭ 78 (-12.36%)
Mutual labels: mxnet
Global Self Attention Network
A Pytorch implementation of Global Self-Attention Network, a fully-attention backbone for vision tasks
Stars: ✭ 64 (-28.09%)
Mutual labels: attention-mechanism
Grounder
Implementation of Grounding of Textual Phrases in Images by Reconstruction in Tensorflow
Stars: ✭ 83 (-6.74%)
Mutual labels: attention-mechanism
Sturcture Inpainting
Source code of AAAI 2020 paper 'Learning to Incorporate Structure Knowledge for Image Inpainting'
Stars: ✭ 78 (-12.36%)
Mutual labels: attention-mechanism
Fake news detection deep learning
Fake News Detection using Deep Learning models in Tensorflow
Stars: ✭ 74 (-16.85%)
Mutual labels: attention-mechanism
Sarcasm Detection
Detecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.
Stars: ✭ 73 (-17.98%)
Mutual labels: attention-mechanism
Gluon2pytorch
Gluon to PyTorch deep neural network model converter
Stars: ✭ 70 (-21.35%)
Mutual labels: mxnet
Simplednn
SimpleDNN is a machine learning lightweight open-source library written in Kotlin designed to support relevant neural network architectures in natural language processing tasks
Stars: ✭ 81 (-8.99%)
Mutual labels: attention-mechanism
Pytorch Attention Guided Cyclegan
Pytorch implementation of Unsupervised Attention-guided Image-to-Image Translation.
Stars: ✭ 67 (-24.72%)
Mutual labels: attention-mechanism
Deepattention
Deep Visual Attention Prediction (TIP18)
Stars: ✭ 65 (-26.97%)
Mutual labels: attention-mechanism
Se3 Transformer Pytorch
Implementation of SE3-Transformers for Equivariant Self-Attention, in Pytorch. This specific repository is geared towards integration with eventual Alphafold2 replication.
Stars: ✭ 73 (-17.98%)
Mutual labels: attention-mechanism
Deepaffinity
Protein-compound affinity prediction through unified RNN-CNN
Stars: ✭ 75 (-15.73%)
Mutual labels: attention-mechanism
Attention unet
Raw implementation of attention gated U-Net by Keras
Stars: ✭ 85 (-4.49%)
Mutual labels: attention-mechanism
Insightface
State-of-the-art 2D and 3D Face Analysis Project
Stars: ✭ 10,886 (+12131.46%)
Mutual labels: mxnet
Competitive-Inner-Imaging-SENet
Source code of paper:
(not availbale now)
Architecture
| Competitive Squeeze-Exciation Architecutre for Residual block |
|---|
 |
SE-ResNet module and CMPE-SE-ResNet modules:
| Normal SE | Double FC squeezes | Conv 2x1 pair-view | Conv 1x1 pair-view |
|---|---|---|---|
 |
 |
 |
 |
The Novel Inner-Imaging Mechanism for Channel Relation Modeling in Channel-wise Attention of ResNets (even All CNNs):
| Basic Inner-Imaing Mode | Folded Inner-Imaging Mode |
|---|---|
 |
 |
Requirements
- MXNet 1.2.0
- Python 2.7
- CUDA 8.0+(for GPU)
Citation
not available now
Essential Results
Best record of this novel model on CIFAR-10 and CIFAR-100 (used "mixup" (https://arxiv.org/abs/1710.09412)) can achieve: 97.55% and 84.38%.
The test result on Kaggle: CIFAR-10 - Object Recognition in Images
Inner-Imaging Examples & Channel-wise Attention Outputs
Note that the project description data, including the texts, logos, images, and/or trademarks,
for each open source project belongs to its rightful owner.
If you wish to add or remove any projects, please contact us at [email protected].