Publications

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

Tu Bui, Leo Ribeiro, Moacir Ponti, John Collomosse

Behind the scenes: A medical natural language processing project

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

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

Somak Aditya, Yezhou Yang, Chitta Baral

Saliency Driven Image Manipulation

Roey Mechrez, Eli Shechtman, Lihi Zelnik-Manor

(Best Paper!)

Learning to Detect Multiple Photographic Defects

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

Learning to Generate 3D Stylized Character Expressions from Humans

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

A System for Personalized Music Medley Creation

Kitty Shi, Gautham Mysore

Dynamic Non-negative Models for Audio Source Separation

Paris Smaragdis, Gautham Mysore, Nasser Mohammadiha

Relational Time Series Forecasting

Ryan A. Rossi, Rossi

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

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