Publications

Publication date: August 19, 2017

Bernoulli Rank-1 Bandits for Click Feedback

Proceedings of 26th International Joint Conference on Artificial Intelligence (IJCAI)

Sumeet Katariya, Branislav Kveton, Csaba Szepesvari, Claire Vernade, Zheng Wen
  • Adobe Research icon AI & Machine Learning

Publication date: August 6, 2017

Model-Independent Online Learning for Influence Maximization

Proceedings of International Conference on Machine Learning (ICML) 2017

Sharan Vaswani, Branislav Kveton, Zheng Wen, Mohammad Ghavamzadeh, Laks V. S. Lakshmanan, Mark Schmidt
  • Adobe Research icon AI & Machine Learning

Publication date: August 6, 2017

Online Learning to Rank in Stochastic Click Models

Proceedings of International Conference on Machine Learning (ICML) 2017

Masrour Zoghi, Tomas Tunys, Mohammad Ghavamzadeh, Branislav Kveton, Csaba Szepesvari, Zheng Wen
  • Adobe Research icon AI & Machine Learning

Publication date: August 1, 2017

GRASS: Generative Recursive Autoencoders for Shape Structures

SIGGRAPH

Jun Li, Kai Xu, Siddhartha Chaudhuri, Ersin Yumer, Hao (Richard) Zhang, Leonidas Guibas
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 28, 2017

Spatial-Semantic Image Search by Visual Feature Synthesis

Computer Vision and Pattern Recognition (2017)

Long Mai, Hailin Jin, Zhe Lin, Chen Fang, Jonathan Brandt, Feng Liu
Spotlight Presentation
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: July 28, 2017

Video Frame Interpolation via Adaptive Convolution

IEEE Conference on Computer Vision and Pattern Recognition

Simon Niklaus, Long Mai, Feng Liu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: July 26, 2017

Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer

IEEE Conference on Computer Vision and Pattern Recognition (CVPR'17)

Xin Wang, Geoffrey Oxholm, Da Zhang, Yuan-Fang Wang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: July 23, 2017

Forecasting Human Dynamics from Static Images

In Proc. IEEE Conference on Computer Vision and Pattern Recognition

Yu-Wei Chao, Jimei Yang, Brian Price, Scott Cohen, Jia Deng
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: July 22, 2017

Deep Image Matting

In Proc. IEEE Conference on Computer Vision and Pattern Recognition

Ning Xu, Brian Price, Scott Cohen, Thomas Huang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: July 22, 2017

Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Networks

Proc. IEEE Conference on Computer Vision and Pattern Recognition

Xiao Yang, Ersin Yumer, Paul Asente, Mike Kraley, Daniel Kifer, C. Lee Giles
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Document Intelligence

Publication date: July 21, 2017

Controlling Perceptual Factors in Neural Style Transfer

IEEE Conference on Computer Vision and Pattern Recognition (CVPR'17)

Leon Gatys, Alexander Ecker, Matthias Bethge, Aaron Hertzmann, Eli Shechtman
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: July 21, 2017

High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis

IEEE Conference on Computer Vision and Pattern Recognition (CVPR'17)

Harry (Chao) Yang, Xin Lu, Zhe Lin, Eli Shechtman, Oliver Wang, Hao Li
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: July 21, 2017

Deep Photo Style Transfer

IEEE Conference on Computer Vision and Pattern Recognition (CVPR'17)

Fujun Luan, Sylvain Paris, Eli Shechtman, Kavita Bala
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: July 21, 2017

Neural Face Editing with Intrinsic Image Disentangling

IEEE Conference on Computer Vision and Pattern Recognition (CVPR'17)

Zhixin Shu, Ersin Yumer, Sunil Hadap, Kalyan Sunkavalli, Eli Shechtman, Dimitris Samaras
(Oral)
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 21, 2017

Deep Outdoor Illumination Estimation

IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017 (Oral)

Yannick Hold-Geoffroy, Kalyan Sunkavalli, Sunil Hadap, Emiliano Gambaretto, Jean-François Lalonde
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 21, 2017

Deep Image Harmonization

IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017

Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Xin Lu, Ming-Hsuan Yang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: July 21, 2017

Attention guided Multi-modal Correlation Learning for Image Search

Proc. of CVPR 2017

Kan Chen, Trung Bui, Chen Fang, Zhaowen Wang, Ram Nevatia
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: July 21, 2017

Relationship Proposal Networks

IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2017

Ji Zhang, Mohamed Elhoseiny, Scott Cohen, Walter Chang, Ahmed Elgammal
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: July 20, 2017

3D Shape Segmentation with Projective Convolutional Networks

CVPR (oral)

Evangelos Kalogerakis, Melinos Averkiou, Subhransu Maji, Siddhartha Chaudhuri
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: July 17, 2017

Importance of Recommendation Policy Space in Addressing Click Sparsity in Personalized Advertisement Display

International Conference on Machine Learning and Data Mining in Pattern Recognition

Sougata Chaudhuri, Georgios Theocharous, Mohammad Ghavamzadeh
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
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