Publications

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

Publication date: July 10, 2017

Top-down Visual Saliency Guided by Captions

Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Vasili Ramanishka, Abir Das, Jianming Zhang, Kate Saenko
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: July 9, 2017

Get to the Bottom: Causal Analysis for User Modeling

Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization (UMAP)

Shi Zong, Branislav Kveton, Shlomo Berkovsky, Azin Ashkan, Zheng Wen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: July 7, 2017

MIT at SemEval-2017 Task 10: Relation Extraction with Convolutional Neural Networks

SemEval 2017

Ji Young Lee, Franck Dernoncourt, Peter Szolovits
Ranked first in the SemEval-2017 task
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: July 1, 2017

Scribbler: Controlling Deep Image Synthesis with Sketch and Color

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

Patsorn Sangkloy, Jingwan (Cynthia) Lu, Chen Fang, Fisher Yu, James Hays
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 19, 2017

Gradient-Domain Vertex Connection and Merging

Eurographics Symposium on Rendering - Experimental Ideas & Implementations (2017)

Weilun Sun, Xin Sun, Nathan Carr, Derek Nowrouzezahrai, Ravi Ramamoorthi
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 1, 2017

CoreFlow: Extracting and Visualizing Branching Patterns from Event Sequences

Computer Graphics Forum (Proceedings of EuroVis)

Leo Zhicheng Liu, Bernard Kerr, Mira Dontcheva, Justin Grover, Matthew Hoffman, Alan Wilson
  • Adobe Research icon Human Computer Interaction

Publication date: May 30, 2017

Sequential short-text classification with neural networks

MIT PhD Thesis 2017

Franck Dernoncourt
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: May 26, 2017

Usage Based Tag Enhancement of Images

21st Pacific-Asia Conference on Knowledge Discovery and Data Mining

Balaji Vasan Srinivasan, Noman Ahmed Sheikh, Roshan Kumar, Saurabh Verma, Niloy Ganguly
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: May 26, 2017

Preventing Inadvertent Information Disclosures via Automatic Security Policies

21st Pacific-Asia Conference on Knowledge Discovery and Data Mining

Tanya Goyal, Sanket Mehta, Balaji Vasan Srinivasan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing
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