Adobe Research » Publications

Publication date: April 30, 2018

Generalizing Across Domains via Cross-Gradient Training

ICLR

Shiv Shankar, Vihari Piratla, Soumen Chakrabarti, Siddhartha Chaudhuri, Preethi Jyothi, Sunita Sarawagi

AI & Machine Learning

Publication date: April 27, 2018

Higher-Order Network Representation Learning

Proceedings of the 27th International Conference Companion on World Wide Web (WWW)

Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh

AI & Machine Learning

Publication date: April 27, 2018

Deep Inductive Network Representation Learning

Proceedings of the 3rd International Workshop on Learning Representations for Big Networks (WWW BigNet)

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

AI & Machine Learning

Publication date: April 27, 2018

Continuous-Time Dynamic Network Embeddings

Proceedings of the 3rd International Workshop on Learning Representations for Big Networks (WWW BigNet)

Giang Hoang Nguyen, John Boaz Lee, Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh, Sungchul Kim

AI & Machine Learning

Publication date: April 23, 2018

Continuous-Time Dynamic Network Embeddings

WWW BigNet, 2018

Giang Hoang Nguyen, John Boaz Lee, Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh, Sungchul Kim

AI & Machine Learning

Publication date: April 23, 2018

VideoChef: Efficient Approximation for Streaming Video Processing Pipelines

In the Proceedings of USENIX Annual Technical Conference (USENIX ATC)

Ran Xu, Jinkyu Koo, Rakesh Kumar, Peter Bai, Subrata Mitra, Sasa Misailovic, Saurabh Bagchi

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: April 21, 2018

Personalizable and Interactive Sequence Recommender System

CHI Extended Abstracts on Human Factors in Computing Systems

Fan Du, Sana Malik, Georgios Theocharous, Eunyee Koh

AI & Machine Learning
Human Computer Interaction

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 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 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

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: 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: 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 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 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)

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