Publications

Publication date: June 13, 2022

Personalized Font Recommendations: Combining ML and Typographic Guidelines to Optimize Readability

Designing Interactive Systems Conference (DIS)

Tianyuan Cai, Shaun Wallace, Tina Rezvanian, Jonathan Dobres, Bernard Kerr, Samuel Berlow, Jeff Huang, Ben D Sawyer, Zoya Bylinskii
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Human Computer Interaction

Publication date: June 12, 2022

Efficient Insights Discovery through Conditional Generative Model based Query Approximation

International Conference on Management of Data (SIGMOD)

Vibhor Porwal, Subrata Mitra, Fan Du, John Anderson, Nikhil Sheoran, Anup Rao, Tung Mai, Gautam Kowshik, Sapthotharan Nair, Sameeksha Arora, Saurabh Mahapatra
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Systems & Languages

Publication date: May 27, 2022

Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text

Findings of ACL 2022

Amir Pouran Ben Veyseh, Ning Xu, Quan Hung Tran, Varun Manjunatha, Franck Dernoncourt, Thien Huu Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: May 27, 2022

Document-Level Event Argument Extraction via Optimal Transport

Findings of ACL 2022

Amir Pouran Ben Veyseh, Minh Van Nguyen, Franck Dernoncourt, Bonan Min, Thien Huu Nguyen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: May 24, 2022

Automatic Differentiable Procedural Modeling

Computer Graphics Forum (CGF)

Mathieu Gaillard, Vojtěch Krs, Giorgio Gori, Radomír Měch, Bedrich Benes
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Human Computer Interaction

Publication date: May 22, 2022

How does fake news use a thumbnail? CLIP-based Multimodal Detection on the Unrepresentative News Image

ACL 2022 Workshop on CONSTRAINT

Hyewon Choi, Yejun Yoon, David Seunghyun Yoon, Kunwoo Park
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: May 22, 2022

Controllable Speech Representation Learning Via Voice Conversion and AIC Loss

ICASSP 2022

Yunyun Wang, Jiaqi Su, Adam Finkelstein, Zeyu Jin
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: May 22, 2022

SQAPP: No-Reference Speech Quality Assessment Via Pairwise Preference

ICASSP 2022

Pranay Manocha, Zeyu Jin, Adam Finkelstein
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: May 22, 2022

Music Enhancement via Image Translation and Vocoding

ICASSP 2022

Nikhil Kandpal, Oriol Nieto, Zeyu Jin
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: May 22, 2022

Don’t Separate, Learn to Remix: End-to-End Neural Remixing with Joint Optimization

IEEE International Conference on Acoustics, Speech, and Signal Processing

Haici Yang, Shivani Firodiya, Nicholas J. Bryan, Minje Kim
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: May 8, 2022

Music Enhancement via Image Translation and Vocoding

International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Nikhil Kandpal, Oriol Nieto, Zeyu Jin
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Conferences,

Publication date: May 2, 2022

Cicero: A Declarative Grammar for Responsive Visualization

ACM Human Factors in Computing Systems (CHI)

Hyeok Kim, Ryan A. Rossi, Fan Du, Eunyee Koh, Shunan Guo, Jessica Hullman, Jane Hoffswell
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Systems & Languages

Publication date: April 30, 2022

A Layered Authoring Tool for Creating Stylized 3D Animations

CHI 2022

Jiaju Ma, Li-Yi Wei, Rubaiat Habib
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Human Computer Interaction

Publication date: April 30, 2022

Harmonized Banner Creation from Multimodal Design Assets

ACM CHI Conference on Human Factors in Computing Systems (Late Breaking Work)

Praneetha Vaddamanu, Vinay Aggarwal, Bhanu Prakash Reddy Guda, Balaji Vasan Srinivasan, Niyati Chhaya
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Human Computer Interaction

Publication date: April 30, 2022

NeurTEx: A Neural Framework for Template Extraction from Flat Images

ACM CHI Conference on Human Factors in Computing Systems (Late Breaking Work)

Vinay Aggarwal, Praneetha Vaddamanu, Bhanu Prakash Reddy Guda, Balaji Vasan Srinivasan, Niyati Chhaya, Vishwa Vinay
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Human Computer Interaction

Publication date: April 29, 2022

Dually Noted: Layout-Aware Annotations with Smartphone Augmented Reality

Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems

Jing Qian, Qi Sun, Curtis Wigington, Han L Han, Tong Sun, Jennifer Healey, James Tompkin, Jeff Huang
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Human Computer Interaction

Publication date: April 28, 2022

StrokeStyles: Stroke-Based Segmentation and Stylization of Fonts

ACM Transactions on Graphics

Daniel Berio, Paul Asente, Jose Echevarria, Frederic Fol Leymarie
  • Adobe Research icon Graphics (2D & 3D)

Publication date: April 26, 2022

UserNLP’22: 2022 International Workshop on User-centered Natural Language Processing

WWW 2022

Xiaolei Huang, Lucie Flek, Franck Dernoncourt, Charles Welch, Silvio Amir, Ramit Sawhney, Diyi Yang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: April 25, 2022

MaterIA: Single Image High-Resolution Material Capture in the Wild

EUROGRAPHICS 2022

Rosalie Martin, Arthur Roullier, Romain ROUFFET, Adrien Kaiser, Tamy Boubekeur
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: April 25, 2022

OutCast: Single Image Relighting with Cast Shadows

Computer Graphics Forum (Eurographics'2022)

David Griffiths, Tobias Ritschel, Julien Philip
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)
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