In machine learning, I have explained "supervised learning" and "unsupervised learning". Here, one of the terms you often hear (?) is "k-means". k-means is the most basic clustering method for ...

Abstract: Inverse problems play a crucial role in science and engineering, especially in the field of computer vision, where tasks such as deblurring, super-resolution, and colorization can be ...

Abstract: Transformer-based architectures have recently gained significant attention in various computer vision tasks. Their ability to capture non-local dependencies and intricate characteristics ...