Publications

Publication date: April 16, 2018

Interactive Guidance Techniques for Improving Creative Feedback

Proceedings of ACM Conference on Human Factors and Computing Systems (SIGCHI)

Tricia J. Ngoon, C. Ailie Fraser, Ariel S. Weingarten, Mira Dontcheva, Scott Klemmer

• Human Computer Interaction

Publication date: April 15, 2018

FFTNet: a Real-Time Speaker-Dependent Neural Vocoder

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Zeyu Jin, Adam Finkelstein, Gautham Mysore, Jingwan (Cynthia) Lu

• AI & Machine Learning
• Audio

Publication date: April 15, 2018

Blind Estimation of the Speech Transmission Index for Speech Quality Prediction

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Prem Seetharaman, Gautham Mysore, Paris Smaragdis, Bryan Pardo

• AI & Machine Learning
• Audio

Publication date: April 15, 2018

Crowdsourced Pairwise-comparison for Source Separation Evaluation

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Mark Cartwright, Bryan Pardo, Gautham Mysore

• Audio

Publication date: April 9, 2018

Multimodal Prediction and Personalization of Photo Edits with Deep Generative Models

International Conference on Artificial Intelligence and Statistics (AISTATS)

A. Saeedi, M. Hoffman, Stephen DiVerdi, A. Ghandeharioun, M. Johnson, R. Adams

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

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