Publications

April 26, 2022 WWW 2022

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

Xiaolei Huang, Lucie Flek, Franck Dernoncourt, Charles Welch, Silvio Amir, Ramit Sawhney, Diyi Yang

AI & Machine Learning Document Intelligence Natural Language Processing

April 25, 2022 EUROGRAPHICS 2022

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

Rosalie Martin, Arthur Roullier, Romain ROUFFET, Adrien Kaiser, Tamy Boubekeur

AI & Machine Learning Graphics (2D & 3D)

April 25, 2022 Computer Graphics Forum (Eurographics'2022)

OutCast: Single Image Relighting with Cast Shadows

David Griffiths, Tobias Ritschel, Julien Philip

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

April 25, 2022 The Web Conference

Towards Preserving Server-Side Privacy of On-Device Models

Akanksha Atrey, Ritwik Sinha, Somdeb Sarkhel, Saayan Mitra, David Arbour, Akash Maharaj, Prashant Shenoy

AI & Machine Learning Data Intelligence Systems & Languages

April 25, 2022 ACM Web Conference (WebConf)

CGC: Contrastive Graph Clustering forCommunity Detection and Tracking

Namyong Park, Ryan A. Rossi, Eunyee Koh, Iftikhar Ahamath Burhanuddin, Sungchul Kim, Fan Du, Nesreen Ahmed, Christos Faloutsos

AI & Machine Learning Data Intelligence

April 24, 2022 EUROGRAPHICS 2022

Fiblets for Real-Time Rendering of Massive Brain Tractograms

Jérémie Schertzer, Corentin Mercier, Sylvain Rousseau, Tamy Boubekeur

Graphics (2D & 3D)

April 15, 2022 TPAMI 2022

Semantic Layout Manipulation with High-Resolution Sparse Attention

Haitian Zheng, Zhe Lin, Jingwan (Cynthia) Lu, Scott Cohen, Jianming Zhang, Ning Xu, Jiebo Luo

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

April 8, 2022 ACM CHIL 2022

Enriching Unsupervised User Embedding via Medical Concepts

Xiaolei Huang, Franck Dernoncourt, Mark Dredze

AI & Machine Learning Natural Language Processing

March 31, 2022 PLOS Digital Health

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

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

March 31, 2022 ACM Transactions on Computer-Human Interaction (TOCHI)

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

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