Publications

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

Publication date: April 25, 2017

popHistory: Animated Visualization of Personal Web Browsing History

CHI Extended Abstracts on Human Factors in Computing Systems (CHI EA ’17)

Matthew Carrasco, Eunyee Koh, Sana Malik
  • Adobe Research icon Human Computer Interaction

Publication date: April 24, 2017

Consistent Video Filtering for Camera Arrays

Eurographics 2017

Nicolas Bonneel, James Tompkin, Deqing Sun, Oliver Wang, Kalyan Sunkavalli, Sylvain Paris, Hanspeter Pfister
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: April 24, 2017

Expanding Color Query Results via Image Recoloring

Eurographics (short paper track)

Sixing Hu, Pierre-Yves Laffont, Brian Price, Scott Cohen, Michael Brown
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: April 20, 2017

Stochastic Rank-1 Bandits

20th International Conference on Artificial Intelligence and Statistics

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

Publication date: April 20, 2017

BATframe: An Unsupervised Approach for Domain-sensitive Affect Detection

Proceedings of 18th International Conference Computational Linguistics and Intelligent Text Processing

Kokil Jaidka, Niyati Chhaya, Rahul Wadbude, Sanket Kedia, Manikanta Nallagatla
  • Adobe Research icon Natural Language Processing
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