Publications

Publication date: May 31, 2018

Learning A Stroke-Based Representation for Fonts

Computer Graphics Forum (CGF)

Elena Balashova, Amit H. Bermano, Vladimir Kim, Stephen DiVerdi, Aaron Hertzmann, Thomas Funkhouser
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: May 31, 2018

ToonCap: A Layered Deformable Model for Capturing Poses From Cartoon Characters

Expressive

Xinyi Fan, Amit H. Bermano, Vladimir Kim, Jovan Popović, Szymon Rusinkiewicz
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: May 31, 2018

Quality of Experience-Centric Management of Adaptive Video Streaming Services: Status and Challenges

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)

Stefano Petrangeli, Jeroen Van Der Hooft, Tim Wauters, Tim Wauters
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: May 15, 2018

Tile-based Pattern Design with Topology Control

I3D 2018

Xiaojun Bian, Li-Yi Wei, Sylvain Lefebvre
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Human Computer Interaction

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: May 8, 2018

RepulsionPak: Deformation-Driven Element Packing with Repulsion Forces

Graphics Interface 2018

Reza Adhitya Saputra, Craig Kaplan, Paul Asente
Winner of the Michael A.J. Sweeney Award for Best Student Papers
  • Adobe Research icon Graphics (2D & 3D)

Publication date: May 7, 2018

PhotoshopQuiA: A Corpus of Non-Factoid Questions and Answers for Why-Question Answering

Proc. of LREC 2018

Andrei Dulceanu, Thang Le Dinh, Walter Chang, Trung Bui, Doo Soon Kim, Manh Chien Vu, Seokhwan Kim
  • Adobe Research icon Natural Language Processing

Publication date: May 7, 2018

Edit me: A Corpus and a Framework for Understanding Natural Language Image Editing

Proc. of LREC 2018

Ramesh Manuvinakurike, Jacqueline Brixey, Trung Bui, Walter Chang, Doo Soon Kim, Ron Artstein, Kallirroi Georgila
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon 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
  • Adobe Research icon 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
  • Adobe Research icon 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
  • Adobe Research icon 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
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

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
  • Adobe Research icon AI & Machine Learning

Publication date: April 21, 2018

Depth Conflict Reduction for Stereo VR Video Interfaces

ACM Conference on Human Factors and Computing Systems (SIGCHI)

Cuong Nguyen, Stephen DiVerdi, Aaron Hertzmann, Feng Liu
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Human Computer Interaction

Publication date: April 21, 2018

LoopMaker: Automatic Creation of Music Loops from Pre-recorded Music

ACM Conference on Human Factors in Computing Systems (CHI)

Kitty Shi, Gautham Mysore
  • Adobe Research icon Audio
  • Adobe Research icon Human Computer Interaction

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Human Computer Interaction
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