Publications

Publication date: December 11, 2017

Digital content recommendation system using implicit feedback data

IEEE BigData 2017

Gang Wu, Vishy Swaminathan, Saayan Mitra, Ratnesh Kumar
  • Adobe Research icon AI & Machine Learning

Publication date: December 4, 2017

Toward Multimodal Image-to-Image Translation

Neural Information Processing Systems (NIPS'17)

Jun-Yan Zhu, Richard Zhang, Deepak Pathak, Trevor Darrell, Alexei A. Efros, Oliver Wang, Eli Shechtman
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: November 29, 2017

Tomographic reconstruction using global statistical priors

2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA)

Preeti Gopal, Ritwick Chaudhry, Sharat Chandran, Imants Svalbe, Ajit Rajwade
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: November 27, 2017

Transferring Image-based Edits for Multi-Channel Compositing

ACM Transactions on Graphics (Proc. SIGGRAPH Asia'17)

James W. Hennessey, Wilmot Li, Bryan Russell, Eli Shechtman, Niloy Mitra
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: November 27, 2017

ComplementMe: Weakly-Supervised Component Suggestions for 3D Modeling

SIGGRAPH Asia

Minhyuk Sung, Hao Su, Vladimir Kim, Siddhartha Chaudhuri, Leonidas Guibas
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: November 27, 2017

Learning to Predict Indoor Illumination from a Single Image

ACM Transactions on Graphics (Proc. SIGGRAPH Asia) 2017

Marc-Andre Gardner, Kalyan Sunkavalli, Ersin Yumer, Xiaohui Shen, Emiliano Gambaretto, Christian Gagné, Jean-François Lalonde
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: November 27, 2017

Planar Interpolation with Extreme Deformation, Topology Change and Dynamics

ACM Transactions on Graphics (SIGGRAPH Asia 2017)

Yufeng Zhu, Jovan Popović, Robert Bridson, Danny Kaufman
  • Adobe Research icon Graphics (2D & 3D)

Publication date: November 18, 2017

Intent-Aware Contextual Recommendation System

Data Mining Workshop (ICDMW) 2017

Biswarup Bhattacharya, Iftikhar Ahamath Burhanuddin, Abhilasha Sancheti, Kushal Satya
  • Adobe Research icon AI & Machine Learning

Publication date: November 13, 2017

Deep Multi-scale Multi-task FCN for Semantic Page Segmentation and Table Structure Detection

International Conference on Document Analysis and Retrieval (ICDAR) 2017

Dafang He, Brian Price, Scott Cohen, Daniel Kifer, Lee Giles
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: November 13, 2017

Data Augmentation for Recognition of Handwritten Words and Lines using a CNN-LSTM Network

International Conference on Document Analysis and Retrieval (ICDAR) 2017

Curtis Wigington, Seth Stewart, Bill Barrett, Brian Davis, Brian Price, Scott Cohen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: November 13, 2017

Automatic Assignment of Topical Icons to Documents for Faster File Navigation

Document Analysis and Recognition (ICDAR), 2017 14th IAPR International Conference on (Vol. 1, pp. 1338-1345). IEEE.

R.S. Roy, A. Singh, P. Chawla, S. Saxena, Atanu R Sinha
  • Adobe Research icon Data Intelligence

Publication date: November 7, 2017

Smart Geo-fencing with Location Sensitive Product Affinity

25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL)

Ankur Garg, Sunav Choudhary, Payal Bajaj, Sweta Agrawal, Abhishek Kedia, Shubham Agrawal
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: November 1, 2017

PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts

IJCNLP

Franck Dernoncourt, Ji Young Lee
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: November 1, 2017

Compact descriptors for sketch-based image retrieval using a triplet loss convolutional neural network

Journal on Computer Vision and Image Understanding (CVIU)

Tu Bui, Leo Ribeiro, Moacir Ponti, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 30, 2017

Enhanced Personalized Targeting Using Augmented Reality

Mixed and Augmented Reality (ISMAR-Adjunct), 2017 IEEE International Symposium on

Gaurush Hiranandani, Kumar Ayush, Chinnaobireddy Varsha, Atanu Sinha, Pranav Maneriker, Sai Varun Reddy Maram
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 29, 2017

Show and Recall: Learning What Makes Videos Memorable

IEEE International Conference on Computer Vision Workshops

Sumit Shekhar, Dhruv Singal, Harvineet Singh, Manav Kedia, Akhil Shetty
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 27, 2017

Training Deep Networks to be Spatially Sensitive

International Conference on Computer Vision (ICCV), Venice 2017

Nicholas Kolkin, Gregory Shakhnarovich, Eli Shechtman
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 27, 2017

Localizing Moments in Video with Natural Language

International Conference on Computer Vision (ICCV), Venice 2017

Lisa Anne Hendricks, Oliver Wang, Eli Shechtman, Josef Sivic, Trevor Darrell, Bryan Russell
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 24, 2017

AirCode: Unobtrusive Physical Tags for Digital Fabrication

ACM Symposium on User Interface Software and Technology (UIST)

Dingzeyu Li, Avinash S. Nair, Shree K. Nayar, Changxi Zheng
Best Paper Award --
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Human Computer Interaction

Publication date: October 23, 2017

Re-visiting the Music Segmentation Problem with Crowdsourcing

International Society of Music Information Retrieval Conference (ISMIR)

Cheng-i Wang, Gautham Mysore, Shlomo Dubnov
  • Adobe Research icon Audio
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