Publications

Published April 30, 2022

A Layered Authoring Tool for Creating Stylized 3D Animations

CHI 2022

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

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 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

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

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

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

Autocomplete Repetitive Stroking with Image Guidance

SIGGRAPH Asia 2021 Technical Communications

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

Published December 14, 2021

Tessellation-Free Displacement Mapping for Ray Tracing

ACM Transactions on Graphics (SIGGRAPH Asia 2021)

Théo Thonat, François Beaune, Xin Sun, Nathan Carr, Tamy Boubekeur
  • 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

Path graphs: iterative path space filtering

ACM Transactions on Graphics (SIGGRAPH Asia 2021)

Xi Deng, Milos Hasan, Nathan Carr, Zexiang Xu, Steve Marschner
  • Graphics (2D & 3D)

Published December 14, 2021

Off-Policy Evaluation in Embedded Spaces

Causal Inference Challenges in Sequential Decision Making: Bridging Theory and Practice, A NeurIPS 2021 Workshop

Jaron J.R Lee, David Arbour, Georgios Theocharous
  • AI & Machine Learning

Published December 13, 2021

Gaudí: Conversational Interactions with Deep Representations to Generate Image Collections

NeurIPS 2021 Workshop on Machine Learning for Creativity and Design

Victor S. Bursztyn, Jennifer Healey, Vishwa Vinay
  • AI & Machine Learning
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published December 13, 2021

Inspiration Retrieval for Visual Exploration

NeurIPS 2021 Workshop on Machine Learning for Creativity and Design

Nihal Jain, Praneetha Vaddamanu, Paridhi Maheshwari, Vishwa Vinay, Kuldeep Kulkarni
  • AI & Machine Learning
  • Content Intelligence

Published December 10, 2021

GAN-Supervised Dense Visual Alignment

arxiv

William Peebles, Jun-Yan Zhu, Richard Zhang, Antonio Torralba, Alexei Efros, Eli Shechtman
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published December 6, 2021

VPN: Video Provenance Network for Robust Content Attribution

International Conference on Computer Vision in Media Production (CVMP)

Alexander Black, Tu Bui, Simon Jenni, Vishy Swaminathan, John Collomosse
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence
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