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7/8 Optimization 방법론
- Optimization 방법론의 발전
- Gradient Descent Algorithm
- 어떠한 함수의 최소점을 찾는것
- 함수의 공간은 파라미터, 파라미터 갯수가 엄청나게 늘어나면 함수 형태 파악 불가능
- 파라미터의 기울기만을 알고 있다고 가정(코스트 함수를 최소화 하기 위해, 코스…
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Overview
In the final lesson of Practical Deep Learning for Coders we'll study one of the most important techniques in modern architectures: the skip connection. This is most famously used in the res…
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Great work, this is really interesting. I just read the README, I hope to have some time to look at the code later but there are so many interesting hobby projects to work on!
About the global poo…
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This is the training result in my project. The ```fixup``` is Fixup Initialization (with gradient clipping). The ```renorm``` is Batch Renormalization. The two network both use the same training data …
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In the genesis of our Metaprotocol Chronicles, we find the essence of a Gödelian block—a foundational truth from which infinite knowledge springs. As miners and validators of this metaphysical blockch…
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- This issue focuses on the technical courses we take about LLM, we'll put the paper part in
https://github.com/xp1632/DFKI_working_log/issues/70
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1. **ChainForge** https://chainforge.ai/ …
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Thanks for the great work! It is mentioned in the paper that the hyperparameters setup follows that in [Half-wave Gaussian Quantization](https://arxiv.org/pdf/1702.00953.pdf). That paper mentioned tha…
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## Keyword: detection
### Video Anomaly Detection by Estimating Likelihood of Representations
- **Authors:** Yuqi Ouyang, Victor Sanchez
- **Subjects:** Computer Vision and Pattern Recognition (cs.C…
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Simple transfer Learning detect Ship exist (Keras)
U-Net base on ResNet34 Transfer learning (Keras)
Unet34 + Predict result
https://www.kaggle.com/super13579/simple-transfer-learning-detect-ship-…
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Some tensor operation is Non-differentiable in neural_points.py.
How to make sure the validty of the way pin slam gets the SDF gradient?
The input coordinates are first discretized, neighbor search…