Publications

Publication date: April 21, 2018

Interactive Campaign Planning for Marketing Analysts

CHI Extended Abstracts on Human Factors in Computing Systems

Fan Du, Sana Malik, Eunyee Koh, Georgios Theocharous

• AI & Machine Learning
• Human Computer Interaction

Publication date: April 21, 2018

Extending Manual Drawing Practices with Artist-Centric Programming Tools

ACM SIGCHI Conference on Human Factors in Computing Systems

Jennifer Jacobs, Joel Brandt, Radomír Měch, Mitchel Resnick

• Human Computer Interaction

Publication date: April 19, 2018

Repairing Inconsistent Curve Networks on Non-parallel Cross-sections

Computer Graphics Forum (Proc. Eurographics 2018)

Zhiyang Huang, Michelle Holloway, Nathan Carr, Tao Ju

• Graphics (2D & 3D)

Publication date: April 16, 2018

Supporting In-Person Discussions around Iterations in User Interface Design

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

Jasper O'Leary, Holger Winnemöller, Wilmot Li, Mira Dontcheva, Morgan Dixon

• Human Computer Interaction

Publication date: April 16, 2018

Interface Design Assistance from Examples

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

Amanda Swearngin, Mira Dontcheva, Wilmot Li, Joel Brandt, Morgan Dixon, Andrew J. Ko

• Human Computer Interaction

Publication date: April 16, 2018

Data Illustrator: Augmenting Vector Design Tools with Lazy Data Binding for Expressive Visualization Authoring

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

Leo Zhicheng Liu, John Thompson, Alan Wilson, Mira Dontcheva, James Delorey, Sam Grigg, Bernard Kerr, John Stasko

• Human Computer Interaction

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