Adobe Research » Publications

Publication date: March 11, 2018

A System for Personalized Music Medley Creation

ACM IUI Workshop on Intelligent Music Interfaces for Listening and Creation (MILC)

Kitty Shi, Gautham Mysore

Audio

Publication date: March 3, 2018

Dynamic Non-negative Models for Audio Source Separation

Book Chapter in Audio Source Separation, Springer

Paris Smaragdis, Gautham Mysore, Nasser Mohammadiha

AI & Machine Learning
Audio

Publication date: March 1, 2018

Relational Time Series Forecasting

Knowledge Engineering Review (KER)

Ryan A. Rossi, Rossi

AI & Machine Learning

Publication date: February 15, 2018

Comparing deep learning and concept extraction based methods for patient phenotyping from clinical narratives

PloS one

Sebastian Gehrmann, Franck Dernoncourt, Yeran Li, Eric T Carlson, Joy T Wu, Jonathan Welt, John Foote Jr, Edward T Moseley, David W Grant, Patrick D Tyler, Leo A Celi

AI & Machine Learning
Natural Language Processing

Publication date: February 5, 2018

Modeling Time to Open of Emails with a Latent State for User Engagement Level

ACM International Conference on Web Search and Data Mining (WSDM)

Moumita Sinha, Vishwa Vinay, Harvineet Singh

AI & Machine Learning
Data Intelligence

Publication date: January 1, 2018

Learning Local Shape Descriptors from Part Correspondences With Multi-view Convolutional Networks

Transactions On Graphics

Haibin Huang, Evangelos Kalogerakis, Siddhartha Chaudhuri, Duygu Ceylan, Vladimir Kim, Ersin Yumer

AI & Machine Learning
Graphics (2D & 3D)

Publication date: January 1, 2018

Deep Inductive Graph Representation Learning

IEEE Transactions on Knowledge and Data Engineering (TKDE)

Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed, Rossi

AI & Machine Learning

Publication date: January 1, 2018

Graph Classification using Structural Attention

KDD

John Boaz Lee, Ryan A. Rossi, Xiangnan Kong

AI & Machine Learning

Publication date: January 1, 2018

Interactive Visual Graph Mining and Learning

ACM Transactions on Intelligent Systems and Technology

Ryan A. Rossi, Nesreen K. Ahmed, Hoda Eldardiry, Rong Zhou

AI & Machine Learning

Publication date: December 31, 2017

An LSTM Based System for Prediction of Human Activities with Durations

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (UbiComp)

Kundan Krishna, Deepali Jain, Sanket Mehta, Sunav Choudhary

AI & Machine Learning
Data Intelligence

Publication date: December 18, 2017

Image Understanding using Vision and Reasoning through Scene Description Graph

Computer Vision and Image Understanding (CVIU), 2017

Somak Aditya, Yezhou Yang, Chitta Baral, Yiannis Aloimonos, Cornelia Fermüller

AI & Machine Learning
Computer Vision, Imaging & Video
Natural Language Processing

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

AI & Machine Learning
Systems & Languages

Publication date: December 11, 2017

Personalized Video Recommendations for Shared Accounts

IEEE ISM 2017

Shuo Yang, Somdeb Sarkhel, Saayan Mitra, Vishy Swaminathan

AI & Machine Learning
Computer Vision, Imaging & Video
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

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

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

AI & Machine Learning
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

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

Computer Vision, Imaging & Video
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

AI & Machine Learning
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

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

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