Adobe Research » Publications

Publication date: April 8, 2022

Enriching Unsupervised User Embedding via Medical Concepts

ACM CHIL 2022

Xiaolei Huang, Franck Dernoncourt, Mark Dredze

AI & Machine Learning
Natural Language Processing

Publication date: March 31, 2022

Sources of bias in artificial intelligence that perpetuate healthcare disparities – A global review

PLOS Digital Health

Leo Anthony Celi, Jacqueline Cellini, Marie-Laure Charpignon, Edward Christopher Dee, Franck Dernoncourt, Rene Eber, William Greig Mitchell, Lama Moukheiber, Julian Schirmer, Julia Situ, Joseph Paguio, Joel Park, Judy Gichoya Wawira, Seth Yao

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: March 31, 2022

Towards Individuated Reading Experiences: Different Fonts Increase Reading Speed for Different Individuals

ACM Transactions on Computer-Human Interaction (TOCHI)

Shaun Wallace, Zoya Bylinskii, Jonathan Dobres, Bernard Kerr, Sam Berlow, Rick Treitman, Nirmal Kumawat, Kathleen Arpin, Dave B Miller, Jeff Huang, Ben D Sawyer

Document Intelligence
Human Computer Interaction

Publication date: March 28, 2022

Almost Optimal Universal Lower Bound for Learning Causal DAGs with Atomic Interventions

International Conference on Artificial Intelligence and Statistics (AISTATS)

Vibhor Porwal, Piyush Srivastava, Gaurav Sinha

AI & Machine Learning
Data Intelligence

Publication date: March 22, 2022

Larger visual changes compress time: The inverted effect of asemantic visual features on interval time perception

PloS one (Public Library of Science)

Sandra Malpica, Belen Masia, Laura Herman, Gordon Wetzstein, David M Eagleman, Diego Gutierrez, Zoya Bylinskii, Qi Sun

Graphics (2D & 3D)
Human Computer Interaction

Publication date: March 1, 2022

Leveraging Positional Information to Automatically Emphasize Key Portions of a Text

AAAI 2022 Workshop on Scientific Document Understanding

Sebastian Gehrmann, Franck Dernoncourt

AI & Machine Learning
Document Intelligence
Natural Language Processing

Publication date: February 28, 2022

CAISE: Conversational Agent for Image Search and Editing

AAAI 2022

Hyounghun Kim, Doo Soon Kim, David Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Mohit Bansal

AI & Machine Learning
Intelligent Agents & Assistants
Natural Language Processing

Publication date: February 22, 2022

Constraint Sampling Reinforcement Learning: Incorporating Expertise For Faster Learning

Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI-22)

Tong Mu, Georgios Theocharous, David Arbour, Emma Brunskill

AI & Machine Learning

Publication date: February 22, 2022

Entailment Relation Aware Paraphrase Generation

36th AAAI Conference on Artificial Intelligence

Abhilasha Sancheti, Rachel Rudinger, Balaji Vasan Srinivasan

AI & Machine Learning
Content Intelligence
Natural Language Processing

Publication date: February 22, 2022

Conditional Generative Model based Predicate-Aware Query Approximation

AAAI Conference on Artificial Intelligence

Nikhil Sheoran, Subrata Mitra, Vibhor Porwal, Siddharth Ghetia, Jatin Varshney, Tung Mai, Anup Rao, Vikas Maddukuri

AI & Machine Learning
Data Intelligence
Systems & Languages

Publication date: February 7, 2022

Scheduling ML Training on Unreliable Spot Instances

Proceedings of the 14th IEEE/ACM International Conference on Utility and Cloud Computing Companion (UCC)

Sheng Yang, Samir Khuller, Sunav Choudhary, Subrata Mitra, Kanak Mahadik

AI & Machine Learning
Systems & Languages

Publication date: January 17, 2022

Backpropagation-Based Decoding for Multimodal Machine Translation

Frontiers in Artificial Intelligence

Ziyan Yang, Leticia Pinto-Alva, Franck Dernoncourt, Vicente Ordonez

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

Publication date: January 10, 2022

Generating and Controlling Diversity in Image Search

WACV

Md Mehrab Tanjim, Ritwik Sinha, Krishna Kumar Singh, Sridhar Mahadevan, David Arbour, Moumita Sinha, Garrison W Cottrell

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: January 8, 2022

Instant Reality: Gaze-Contingent Perceptual Optimization for 3D Virtual Reality Streaming

IEEE VR

Shaoyu Chen, Budmonde Duinkharjav, Xin Sun, Li-Yi Wei, Stefano Petrangeli, Jose Echevarria, Claudio Silva, Qi Sun

AR, VR & 360 Photography

Publication date: January 4, 2022

CharacterGAN: Few-Shot Keypoint Character Animation and Reposing

WACV'22

Tobias Hinz, Matt Fisher, Oliver Wang, Eli Shechtman, Stefan Wermter

Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: December 17, 2021

A Framework for Knowledge-Derived Query Suggestions

2021 IEEE International Conference on Big Data

Saed Rezayi, Nedim Lipka, Vishwa Vinay, Ryan A. Rossi, Franck Dernoncourt, Tracy King, Sheng Li

AI & Machine Learning
Content Intelligence
Intelligent Agents & Assistants
Natural Language Processing

Publication date: December 17, 2021

Generative Modelling of BRDF Textures from Flash Images

Siggraph Asia 2021

Philipp Henzler, Valentin Deschaintre, Niloy J. Mitra, Tobias Ritschel

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: December 17, 2021

Dynamic Neural Garments

ACM Transaction on Graphics (Proc. SIGGRAPH)

Meng Zhang, Tuanfeng Y. Wang, Duygu Ceylan, Niloy J. Mitra

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: December 15, 2021

An Inverse Procedural Modeling Pipeline for SVBRDF Maps

Transaction On Graphics (TOG), Siggraph 2022

Yiwei Hu, Chengan He, Valentin Deschaintre, Julie Dorsey, Holly Rushmeier

Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: December 14, 2021

Pose with Style: Detail-Preserving Pose-Guided Image Synthesis with Conditional StyleGAN

Siggraph Asia 2021

Badour AlBahar, Jingwan (Cynthia) Lu, Jimei Yang, Zhixin Shu, Eli Shechtman, Jia-Bin Huang

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

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