Publications

Published February 14, 2023

DocEdit: Language-guided Document Editing

AAAI 2023

Puneet Mathur, Rajiv Jain, Jiuxiang Gu, Franck Dernoncourt, Dinesh Manocha, Vlad Morariu
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published January 6, 2023

LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos

WACV 2023

Jielin Qiu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Ding Zhao, Hailin Jin
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Document Intelligence
  • Natural Language Processing

Published January 6, 2023

LayerDoc: Layer-wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents

WACV 2023

Puneet Mathur, Rajiv Jain, Ashutosh Mehra, Jiuxiang Gu, Franck Dernoncourt, Anandhavelu Natarajan, Quan Hung Tran, Verena Kaynig-Fittkau, Ani Nenkova, Dinesh Manocha, Vlad Morariu
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Document Intelligence
  • Natural Language Processing

Published January 3, 2023

GeoFill: Reference-Based Image Inpainting with Better Geometric Understanding

WACV 2023

Yunhan Zhao, Connelly Barnes, Yuqian Zhou, Eli Shechtman, Sohrab Amirghodsi, Charless Fowlkes
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published December 20, 2022

User-Entity Differential Privacy in Learning Natural Language Models

2022 IEEE International Conference on Big Data

Phung Lai, NhatHai Phan, Tong Sun, Rajiv Jain, Franck Dernoncourt, Jiuxiang Gu, Nikolaos Barmpalios
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published December 11, 2022

Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations

EMNLP 2022

Minh Van Nguyen, Bonan Min, Franck Dernoncourt, Thien Huu Nguyen
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published December 11, 2022

Multilingual SubEvent Relation Extraction: A Novel Dataset and Structure Induction Method

Findings of EMNLP 2022

Viet Dac Lai, Hieu Man, Linh Ngo, Franck Dernoncourt, Thien Huu Nguyen
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published December 11, 2022

MEE: A Novel Multilingual Event Extraction Dataset

EMNLP 2022

Amir Pouran Ben Veyseh, Javid Ebrahimi, Franck Dernoncourt, Thien Huu Nguyen
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published December 11, 2022

DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents

Findings of EMNLP 2022

Puneet Mathur, Mihir Goyal, Ramit Sawhney, Ritik Mathur, Jochen L. Leidner, Franck Dernoncourt, Dinesh Manocha
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published December 11, 2022

Simple Questions Generate Named Entity Recognition Datasets

EMNLP 2022

Hyunjae Kim, Jaehyo Yoo, David Seunghyun Yoon, Jinhyuk Lee, Jaewoo Kang
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published December 11, 2022

Factual Error Correction for Abstractive Summaries Using Entity Retrieval

EMNLP 2022 GEM Workshop

Hwanhee Lee, Cheoneum Park, David Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Juae Kim, Kyomin Jung
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published December 7, 2022

Curriculum-guided Abstractive Summarization for Mental Health Online Posts

EMNLP 2022 LOUHI Workshop

Sajad Sotudeh, Nazli Goharian, Hanieh Deilamsalehy, Franck Dernoncourt
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published December 2, 2022

Improving cross-modal attention via object detection

NeurIPS 2022 Workshop on All Things Attention

Yongil Kim, Yerin Hwang, David Seunghyun Yoon, Hyeongu Yun, Kyomin Jung
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published December 1, 2022

TileGen: Tileable, Controllable Material Generation and Capture

Siggraph Asia Proc.

Xilong Zhou, Miloš Hašan, Valentin Deschaintre, Paul Guerrero, Kalyan Sunkavalli, Nima Kalantari
  • AI & Machine Learning
  • Graphics (2D & 3D)

Published November 2, 2022

CrossA11y: Identifying Video Accessibility Issues via Cross-modal Grounding

UIST 2022

Xingyu "Bruce" Liu, Ruolin Wang, Dingzeyu Li, Xiang "Anthony" Chen, Amy Pavel
Best Paper Award
  • AI & Machine Learning
  • Audio
  • Computer Vision, Imaging & Video
  • Human Computer Interaction

Published October 28, 2022

Project Primrose: Reflective Light-Diffuser Modules for Non-Emissive Flexible Display Systems

ACM Symposium on User Interface Software and Technology (UIST)

Christine Dierk, TJ Rhodes, Gavin Miller
  • Human Computer Interaction

Published October 27, 2022

BlobGAN: Spatially Disentangled Scene Representations

European Conference on Computer Vision (ECCV'22)

Dave Epstein, Taesung Park, Richard Zhang, Eli Shechtman, Alexei A. Efros
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published October 27, 2022

Perceptual Artifacts Localization for Inpainting

European Conference on Computer Vision (ECCV'22)

Lingzhi Zhang, Yuqian Zhou, Connelly Barnes, Sohrab Amirghodsi, Zhe Lin, Eli Shechtman, Jianbo Shi
Oral
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published October 27, 2022

Any-resolution Training for High-resolution Image Synthesis

European Conference on Computer Vision (ECCV'22)

Lucy Chai, Michaël Gharbi, Eli Shechtman, Philip Isola, Richard Zhang
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published October 26, 2022

ARF: Artistic Radiance Fields

European Conference on Computer Vision (ECCV'22)

Kai Zhang, Nick Kolkin, Sai Bi, Fujun Luan, Zexiang Xu, Eli Shechtman, Noah Snavely
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)
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