3D Scene Rendering From a Single Image
Unlike to the inception period of deep learning, techniques such as unsupervised, self-supervised and multi-view learning have started to receive more and more attention recently. Arguing that lack of supervision makes…
Anatomically-Aware Facial Animation from a Single Image
Let’s say you have a picture of a Hugh Jackman for an advertisement. He looks great, but the client wants him to look a little bit happier. No, you don’t…
Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors
Precise facial landmark detection lays the foundation for a high-quality performance of many computer vision and computer graphics tasks, such as face recognition, face animation and face reenactment. Many face…
Evolving Simple Programs for Playing Atari Games
While a great number of researchers in Artificial Intelligence have focused their efforts on Deep Reinforcement Learning trying to beat human players on Atari games, researchers from the University of…
Unsupervised Attention-Guided Image-to-Image Translation
Image-to-image translation is the task of mapping an image from a source domain to a target domain. Applications include image colorization, image super-resolution, style transfer, domain adaptation and data augmentation. Most of the approaches require…
Automatic Creation of Personalized GIFs: a New State-of-the-Art Approach
Suppose you have a 10-minutes-video but are interested only in a small portion of it. You are thinking about creating a 5-second GIF out of this video, but video-editing can…
New Approach to Recovering 3D Shape Structure from a Single 2D Image
Single-view image-based 3D modeling is a topic of particular interest the last few years. That’s likely due to the tremendous success of deep convolutional neural networks (CNN) on image-based learning…
Realistic 3D Avatars from a Single Image
Digital media needs realistic digital faces. The recent surge in augmented and virtual reality platforms has created an even stronger demand for high-quality content, and rendering realistic faces plays a…
Real-time Video Style Transfer: Fast, Accurate and Temporally Consistent
Developers all over the world deploy convolutional neural networks for recomposing images with the style of other pictures or simply image style transfer. After existing methods achieved high enough processing…