Publications

Publication date: December 11, 2017

Rafiki: a middleware for parameter tuning of NoSQL datastores for dynamic metagenomics workloads

Proceedings of the 18th ACM/IFIP/USENIX Middleware Conference (Middleware '17)

Ashraf Mahgoub, Paul Wood, Sachandhan Ganesh, Subrata Mitra, Wolfgang Gerlach, Travis Harrison, Folker Meyer, Ananth Grama, Saurabh Bagchi, Somali Chaterji
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Systems & Languages

Publication date: December 11, 2017

Personalized Video Recommendations for Shared Accounts

IEEE ISM 2017

Shuo Yang, Somdeb Sarkhel, Saayan Mitra, Vishy Swaminathan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Data Intelligence

Publication date: December 11, 2017

Feature Selection for FM-Based Context-Aware Recommendation Systems

IEEE ISM 2017

Xueyu Mao, Saayan Mitra, Vishy Swaminathan
  • Adobe Research icon AI & Machine Learning

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
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