219 citations · 1.2k across the 79 of their papers we have counts for
4 papers · 2 filters
Generative Semantic Manipulation with Contrasting GAN
Xiaodan Liang, Hao Zhang, Eric P. Xing
Generative Adversarial Networks (GANs) have recently achieved significant improvement on paired/unpaired image-to-image translation, such as photo sketch and artist pa…
SCAN: Structure Correcting Adversarial Network for Organ Segmentation in Chest X-rays
Wei Dai, Joseph Doyle, Xiaodan Liang +4
Chest X-ray (CXR) is one of the most commonly prescribed medical imaging procedures, often with over 2-10x more scans than other imaging modalities such as MRI, CT scan, and PET sc…
Recurrent Topic-Transition GAN for Visual Paragraph Generation
Xiaodan Liang, Zhiting Hu, Hao Zhang +2
A natural image usually conveys rich semantic content and can be viewed from different angles. Existing image description methods are largely restricted by small sets of biased vis…
ZM-Net: Real-time Zero-shot Image Manipulation Network
Hao Wang, Xiaodan Liang, Hao Zhang +2
Many problems in image processing and computer vision (e.g. colorization, style transfer) can be posed as 'manipulating' an input image into a corresponding output image given a us…