Knowledge Distillation
从模型压缩的角度调查了有关蒸馏相关的进展。与视觉应用型论文不同模型压缩的论文开源的比例并不多，相比较之下蒸馏相关工作算是开源比例大的。下面主要从是否开源或实现两方面按照发表时间列出相关论文和实现。并在有源码实现了论文中做了进一步相关方法的调查。 ##一、知识蒸馏相关论文和进展survey：（开源或有第三方实现） 2014-NIPS-Do Deep Nets Really Need to be De
相关文章
- 1. Tutorial: Knowledge Distillation
- 2. Knowledge Distillation 笔记
- 3. Awesome Knowledge-Distillation
- 4. Similarity-Preserving Knowledge Distillation
- 5. 论文Relational Knowledge Distillation
- 6. Correlation Congruence for Knowledge Distillation
- 7. knowledge distillation 论文阅读之：ResKD: Residual-Guided Knowledge Distillation
- 8. knowledge distillation 论文阅读之：Triplet Loss for Knowledge Distillation
- 9. Knowledge Distillation论文阅读（2）：Learning Efficient Object Detection Models with Knowledge Distillation
- 10. knowledge distillation论文阅读之：Learning from a Lightweight Teacher for Efficient Knowledge Distillation
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相关文章
- 1. Tutorial: Knowledge Distillation
- 2. Knowledge Distillation 笔记
- 3. Awesome Knowledge-Distillation
- 4. Similarity-Preserving Knowledge Distillation
- 5. 论文Relational Knowledge Distillation
- 6. Correlation Congruence for Knowledge Distillation
- 7. knowledge distillation 论文阅读之：ResKD: Residual-Guided Knowledge Distillation
- 8. knowledge distillation 论文阅读之：Triplet Loss for Knowledge Distillation
- 9. Knowledge Distillation论文阅读（2）：Learning Efficient Object Detection Models with Knowledge Distillation
- 10. knowledge distillation论文阅读之：Learning from a Lightweight Teacher for Efficient Knowledge Distillation