Why Optimal Transport? Cross-Entropy: This is a measure used to quantify the difference between two probability distributions....
MachineLearning
https://arxiv.org/pdf/1610.02391 (Guided) Grad-CAM is a technique for improving the interpretability of deep learning models for image classification,...
What is actual diffusion process is like on the code The diffusion model gradually abstracts data using...
Introduction Transformer (self-attention) has a very important place in natural language processing and has been introduced in...
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
How they improve YOLO-Series As we can see in Fig1 (Model Architecture) from the original paper, YOLOX...
PyTorch to Numpy The method “detach()” is going to create a new torch.Tensor on the same device...
https://arxiv.org/abs/1711.10561 I found an interesting thesis, ”Physics Informed Deep Learning: Data-driven Solutions of Nonlinear Partial Differential Equations....
