Publications

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

Publication date: May 23, 2017

Fairness Aware Recommendations on Behance

PAKDD

Natwar Modani, Deepali Jain, Ujjawal Soni, Gaurav Kumar Gupta, Palak Agarwal
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: May 22, 2017

Content and Surface Aware Projection

Graphics Interface (2017)

Long Mai, Hoang Le, Feng Liu
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: May 17, 2017

FLOWPAK: Flow-based Ornamental Element Packing

Graphics Interface 2017

Reza Adhitya Saputra, Craig Kaplan, Paul Asente, Radomír Měch
Winner of the Michael A.J. Sweeney Award for Best Student Papers
  • Adobe Research icon Graphics (2D & 3D)

Publication date: May 6, 2017

Vremiere: In-Headset Virtual Reality Video Editing

ACM Conference on Human Factors and Computing Systems (SIGCHI)

Cuong Nguyen, Stephen DiVerdi, Aaron Hertzmann, Feng Liu
Best Paper Honorable Mention
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Human Computer Interaction

Publication date: May 6, 2017

Supporting Expressive Procedural Art Creation through Direct Manipulation

CHI 2017 – ACM Conference on Human Factors in Computing Systems

Jennifer Jacobs, Sumit Gogia, Radomír Měch, Joel Brandt
Best paper award.
  • Adobe Research icon Human Computer Interaction

Publication date: May 1, 2017

PlenoPatch: Patch-based Plenoptic Image Manipulation

IEEE Transactions on Visualization & Computer Graphics (TVCG'17)

Fang-Lue Zhang, Jue Wang, Eli Shechtman, Zi-Ye Zhou, Jia-Xin Shi, Shi-Min Hu
  • Adobe Research icon Computer Vision, Imaging & Video
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