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
  • 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

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
Best paper award.
  • Adobe Research icon 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
  • Adobe Research icon 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
  • Adobe Research icon 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
  • Adobe Research icon 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
  • Adobe Research icon 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
Honorable Mention
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon 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
  • Adobe Research icon 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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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