Publications

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

Published April 24, 2022

Fiblets for Real-Time Rendering of Massive Brain Tractograms

EUROGRAPHICS 2022

Jérémie Schertzer, Corentin Mercier, Sylvain Rousseau, Tamy Boubekeur
  • Graphics (2D & 3D)

Published April 15, 2022

Semantic Layout Manipulation with High-Resolution Sparse Attention

TPAMI 2022

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)

Published 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

Published 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

Published 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

Published 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

Published 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

Published 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

Published 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

Published 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

Published 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

Published 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

Published 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)

Published 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

Published December 17, 2021

Generative Modelling of BRDF Textures from Flash Images

Transaction On Graphics (TOG), Siggraph Asia

Philipp Henzler, Valentin Deschaintre, Niloy J. Mitra, Tobias Ritschel
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published 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

Published December 15, 2021

An Inverse Procedural Modeling Pipeline for SVBRDF Maps

Transaction On Graphics (TOG), Siggraph proc.

Yiwei Hu, Chengan He, Valentin Deschaintre, Julie Dorsey, Holly Rushmeier
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published 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)

Published December 14, 2021

Autocomplete Repetitive Stroking with Image Guidance

SIGGRAPH Asia 2021 Technical Communications

Li-Yi Wei
  • Graphics (2D & 3D)
  • Human Computer Interaction
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