Adobe Research » Publications

Publication date: June 2, 2018

MIT-MEDG at SemEval-2018 Task 7: Semantic Relation Classification via Convolutional Neural Network

Proceedings of The 12th International Workshop on Semantic Evaluation

Di Jin, Franck Dernoncourt, Elena Sergeeva, Matthew McDermott, Geeticka Chauhan

AI & Machine Learning
Natural Language Processing

Publication date: June 1, 2018

The Context-dependent Additive Recurrent Neural Net

Proceedings of NAACL-HLT 2018

Quan Hung Tran, Tuan Manh Lai, Gholamreza Haffari, Ingrid Zukerman, Trung Bui, Hung Bui

AI & Machine Learning
Intelligent Agents & Assistants
Natural Language Processing

Publication date: June 1, 2018

A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents

Proceedings of NAACL-HLT 2018

Arman Cohan, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Seokhwan Kim, Walter Chang, Nazli Goharian

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: May 11, 2018

A Repository of Corpora for Summarization

Eleventh International Conference on Language Resources and Evaluation (LREC)

Franck Dernoncourt, Mohammad Ghassemi, Walter Chang

AI & Machine Learning
Natural Language Processing

Publication date: May 11, 2018

Transfer Learning for Named-Entity Recognition with Neural Networks

Eleventh International Conference on Language Resources and Evaluation (LREC)

Ji Young Lee, Franck Dernoncourt, Peter Szolovits

AI & Machine Learning
Natural Language Processing

Publication date: May 3, 2018

Sparse Decomposition for Time Series Forecasting and Anomaly Detection

Proceedings of the 2018 SIAM International Conference on Data Mining (SDM)

Sunav Choudhary, Gaurush Hiranandani, Shiv Saini

AI & Machine Learning
Data Intelligence

Publication date: May 1, 2018

Combining Knowledge and Reasoning through Probabilistic Soft Logic for Image Puzzle Solving

Uncertainty in Artificial Intelligence 2018

Somak Aditya, Yezhou Yang, Chitta Baral, Yiannis Aloimonos

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

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

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