Residual Connection is Good, Up to Now ResNet was introduced in 2015 on the paper Deep Residual Learning for Image Recognition. Nevertheless, residual connection is often found on SOTA neural network…

Personal Tips for Reading Paper Read Tables and Figures first: Most of the papers summarizes important findings on the tables and figures. Often times, most of the text on the papers are peripheral e…

In the GDSC Yonsei Seoul session held at September 20th, Computer Science & Engineering Basic Knowledge Test was tested on all of the members. There were total 16 questions regarding Data Structure, …

Cross Validation(or K-fold validation) Dividing dataset and cycle through folds and validating Updating and tuning hyperparameters when cycling through folds Bias and Variance tradeoff What we are m…

My Bookshelf Math Introduction to Linear Algebra by Gilbert Strang Linear Algebra and its applications by Gilbert Strang Difficulty: ⭐️⭐️ Not only Gilbert Strang is an excellent researcher, he is perf…

🔗 Google Colab Notebook 3Blue1Brown Gradient Descent Material Gradient Descent is 1) first-order 2) iterative optimization algorithm for 3) finding local minimum of a differentiable (loss) function.