129 citations
- Freie Universität BerlinDE15 papers
- Rice UniversityUS14 papers
- Microsoft Research (United Kingdom)GB7 papers
- Center for Theoretical Biological PhysicsUS4 papers
- City University of Hong KongHK4 papers
- Microsoft (United States)US4 papers
- University of Science and Technology of ChinaCN4 papers
- University of Southern CaliforniaUS3 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- École Polytechnique Fédérale de LausanneCH2 papers
- Institució Catalana de Recerca i Estudis AvançatsES2 papers
- Institute of Photonic SciencesES2 papers
5 papers · 1 filter
MichiGAN: Multi-Input-Conditioned Hair Image Generation for Portrait Editing
Zhentao Tan, Menglei Chai, Dongdong Chen +5
Despite the recent success of face image generation with GANs, conditional hair editing remains challenging due to the under-explored complexity of its geometry and appearance. In…
Microsoft Recommenders: Tools to Accelerate Developing Recommender Systems
Scott Graham, Jun-Ki Min, Tao Wu
The purpose of this work is to highlight the content of the Microsoft Recommenders repository and show how it can be used to reduce the time involved in developing recommender syst…
Bringing Old Photos Back to Life
Ziyu Wan, Bo Zhang, Dongdong Chen +4
We propose to restore old photos that suffer from severe degradation through a deep learning approach. Unlike conventional restoration tasks that can be solved through supervised l…
Cross-domain Correspondence Learning for Exemplar-based Image Translation
Pan Zhang, Bo Zhang, Dong Chen +2
We present a general framework for exemplar-based image translation, which synthesizes a photo-realistic image from the input in a distinct domain (e.g., semantic segmentation mask…
Model Watermarking for Image Processing Networks
Jie Zhang, Dongdong Chen, Jing Liao +5
Deep learning has achieved tremendous success in numerous industrial applications. As training a good model often needs massive high-quality data and computation resources, the lea…