R
Richard Zhang
Researcher at Adobe Systems
Publications - 121
Citations - 18522
Richard Zhang is an academic researcher from Adobe Systems. The author has contributed to research in topics: Optimization problem & Computer science. The author has an hindex of 26, co-authored 114 publications receiving 10747 citations. Previous affiliations of Richard Zhang include University of California & University of Illinois at Urbana–Champaign.
Papers
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Proceedings ArticleDOI
Analytical model for effects of twisting on litz-wire losses
TL;DR: In this article, a complete model that explicitly models the effect of twisting on loss is introduced, where skin effect and proximity effect are each modeled at the level of individual strands and at each level of the twisting construction.
Proceedings Article
Swapping Autoencoder for Deep Image Manipulation
TL;DR: The Swapping Autoencoder as mentioned in this paper uses two independent components to encode co-occurrent patch statistics across different parts of an image and enforce that any swapped combination maps to a realistic image.
Proceedings ArticleDOI
Anycost GANs for Interactive Image Synthesis and Editing
TL;DR: In this article, the Anycost GAN is proposed for interactive natural image editing, which uses sampling-based multi-resolution training, adaptive-channel training, and a generator-conditioned discriminator.
Posted Content
Detecting Photoshopped Faces by Scripting Photoshop
TL;DR: It is shown that the model outperforms humans at the task of recognizing manipulated images, can predict the specific location of edits, and in some cases can be used to "undo" a manipulation to reconstruct the original, unedited image.
Proceedings ArticleDOI
A Differentiable Perceptual Audio Metric Learned from Just Noticeable Differences.
TL;DR: In this paper, the authors construct a metric by fitting a deep neural network to a new large dataset of crowdsourced human judgments, where subjects are prompted to answer a straightforward, objective question: are two recordings identical or not?