AI implementation and theory study
AI 구현 and 이론 공부
안녕하세요 여러분! 오늘은 ‘페이스북 llamma3’ 에 대한 이야기 입니다. 기존의 chatGPT 를 사서 쓰고 있었다면 그 가격에 아쉬움을 느끼시는 분들이 많으리라 생각합니다. 새로 나온 페이스북의 lamma3 가 chatGPT 를 대체 할 수 있을지 설치하여 사용해보겠습니다. 어렵지 않게 쉽게 할 수 있으니 같이 시작해보죠 1. Llama3 설치 및 간단한 실행 먼저 Read more…
The Evidence Lower Bound (ELBO) Estimating the Marginal Distribution In scenarios where we do not have an analytical form of the marginal probability $p_\theta(x_n)$ but only have the joint probability $p_\theta(x_n, z)$, we need a method to estimate the marginal probability. This can be achieved using the following technique: $$p_\theta(x_n) Read more…
Exploring advancements in lightweight CNNs: diving into the roles of Dense Convolution, Shift Convolution, inverted residual block, Squeeze-and-Excitation 5. Dense Convolution Huang, G., Liu, Z., Van Der Maaten, L. and Weinberger, K.Q., 2017. Densely connected convolutional networks. In Proceedings of the IEEE conference on computer vision and pattern recognition (pp. 4700-4708). cited Read more…
Exploring advancements in lightweight CNNs: diving into the roles of Residual Blocks, Residual Connections, Dilated & Grouped Convolutions 1.1. shortcut Connection He, K., Zhang, X., Ren, S. and Sun, J., 2016. Deep residual learning for image recognition. In Proceedings of the IEEE conference on computer vision and pattern recognition (pp. 770-778). cited Read more…
