Publications

Publication date: April 1, 2018

Sketching out the Details: Sketch-based Image Retrieval using Convolutional Neural Networks with Multi-stage Regression

Elsevier Journal on Computers & Graphics (C&G)

Tu Bui, Leo Ribeiro, Moacir Ponti, John Collomosse

• AI & Machine Learning
• Computer Vision, Imaging & Video

Publication date: April 1, 2018

Behind the scenes: A medical natural language processing project

International Journal of Medical Informatics

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

• AI & Machine Learning
• Natural Language Processing

Publication date: March 23, 2018

Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering

In Proceedings of the 32nd AAAI Conference on Artificial Intelligence

Somak Aditya, Yezhou Yang, Chitta Baral

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

Publication date: March 14, 2018

Saliency Driven Image Manipulation

IEEE Winter Conf. on Applications of Computer Vision (WACV'18)

Roey Mechrez, Eli Shechtman, Lihi Zelnik-Manor

• Computer Vision, Imaging & Video

Publication date: March 12, 2018

Learning to Detect Multiple Photographic Defects

WACV 2018 : IEEE Winter Conference on Applications of Computer Vision

Ning Yu, Xiaohui Shen, Zhe Lin, Radomír Měch, Connelly Barnes

Publication date: March 12, 2018

Learning to Generate 3D Stylized Character Expressions from Humans

IEEE Winter Conference on Applications of Computer Vision (WACV)

Deepali Aneja, Bindita Chaudhuri, Alex Colburn, Gary Faigin, Linda G. Shapiro, Barbara Mones, Aneja

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

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