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 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 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 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 22, 2017

BAM! The Behance Artistic Media Dataset for Recognition Beyond Photography

International Conference on Computer Vision (ICCV). 2017.

Michael Wilber, Chen Fang, Hailin Jin, Aaron Hertzmann, John Collomosse, Serge Belongie
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 22, 2017

Sketching with Style: Visual Search with Sketches and Aesthetic Context

International Conference on Computer Vision (ICCV). 2017.

John Collomosse, Tu Bui, Michael Wilber, Chen Fang, Hailin Jin
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 20, 2017

Video Frame Interpolation via Adaptive Separable Convolution

IEEE International Conference on Computer Vision

Simon Niklaus, Long Mai, Feng Liu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 7, 2017

Context-aware video recommendation based on session progress prediction

IEEE ICME 2017

Gang Wu, Vishy Swaminathan, Saayan Mitra, Ratnesh Kumar
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Data Intelligence

Publication date: September 15, 2017

NeuroNER: an easy-to-use program for named-entity recognition based on neural networks

EMNLP

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