Unsupervised Image-to-Image Translation with Generative Adversarial Networks
This paper proposes a general approach to achieve “Image-to-Image Translation” by using deep convolutional and conditional generative adversarial networks (GANs).
Tag: Mean-Squared error
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network
This paper proposed a computationally efficient convolutional layer to upscale the final low-resolution feature map to a high-resolution output.
Hey Computer, What If I Don’t Want to Solve my Schrödinger Equation?
Compared to simplifying or approximating the solution of a complicated equation, deep learning provides a highly flexible model and might serve as a perfect walk-around method.