---
# System prepended metadata

title: Binary Network

---

# Binary Network
1. BinaryConnect: Training Deep Neural Networks with binary weights during propagations
2. Expectation Backpropagation: Parameter-Free Training of Multilayer Neural Networks with Continuous or Discrete Weights
3. Binarized Neural Networks
4. Seeking Interpretability and Explainability in Binary Activated Neural Networks
5. Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference
6. Arrhythmia Classifier Based on Ultra-Lightweight Binary Neural Network
7.  Asurveyondeeplearninginmedicine:Why,howandwhen?
8.  Howtransferable are features in deep neural
 networks?
 # outline
 1. Introdctuction 主要討論解釋性整體的問題
 2. Backgroud
     3. BNN
     4. CAM
     5. gradient-based method
     6. metrics
 6. state of the art
     7. Score-CAM
     8. 顯示出比較的圖 那些方法在real 好 但再BNN不好
     9. 也可以說去reference 我們的result
     10. 討論score cam 計算複雜度
10. discussion
    11. 可以再跟score-cam 討論比較 也可以提到gradient-based 的方法
12. 9 a.m. meeting thrusday
13. 整理程式碼 放到google drive 上


1. Already upload code
2. which conference

## conference
### ICML (website:https://icml.cc/Conferences/2026):
1. submission deadline: 1/28, 2026
2. Paper: IG, SmoothGrad, deeplift
### ICCV (website:https://waset.org/computer-vision-conference-in-january-2026-in-istanbul)
1. submission deadline: 11/27, 2025
2. Paper: Grad-CAM
### ICANN (website:https://e-nns.org/icann2026/call-for-papers-2/)
1. submission deadline: 3/16, 2026
2. Paper: LRP
### ECCV (website:https://eccv.ecva.net/Conferences/2026)
1. submission: 3/06, 2026
 