Publications

Published July 15, 2022

SemEval 2022 Task 12: Symlink – Linking Mathematical Symbols to their Descriptions

Semeval 2022

Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
  • AI & Machine Learning
  • Document Intelligence

Published July 15, 2022

Event Detection for Suicide Understanding

Findings of NAACL 2022

Luis Fernando Guzman-Nateras, Viet Dac Lai, Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published July 15, 2022

MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection

NAACL 2022

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

Published July 15, 2022

DocTime: A Document-level Temporal Dependency Graph Parser

NAACL 2022

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

Published July 15, 2022

Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies

NAACL 2022

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

Published July 15, 2022

DynamicToC: Persona-based Table of Contents for Consumption of Long Documents

North American Chapter of the Association for Computational Linguistics (NAACL)

Himanshu Maheshwari, Nethraa Shivakumar, Shelly Jain, Tanvi Karandikar, Navita Goyal, Vinay Aggarwal, Sumit Shekhar
  • Document Intelligence
  • Natural Language Processing

Published July 11, 2022

Fine-grained Image Captioning with CLIP Reward

Findings of NAACL 2022

Jaemin Cho, David Seunghyun Yoon, Ajinkya Kale, Franck Dernoncourt, Trung Bui, Mohit Bansal
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Natural Language Processing

Published July 11, 2022

Video-based Multimodal Intent Discovery

Findings of NAACL 2022

Adyasha Maharana, Quan Hung Tran, David Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Walter Chang, Mohit Bansal
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Natural Language Processing

Published June 24, 2022

GAN-Supervised Dense Visual Alignment (GANgealing)

Computer Vision and Pattern Recognition (CVPR'22)

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

Published June 23, 2022

Ensembling Off-the-shelf Models for GAN Training

Computer Vision and Pattern Recognition (CVPR'22)

Nupur Kumari, Richard Zhang, Eli Shechtman, Jun-Yan Zhu
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published June 22, 2022

StyleSDF: High-Resolution 3D-Consistent Image and Geometry Generation

Computer Vision and Pattern Recognition (CVPR'22)

Roy O-Elr, Xuan Luo, Mengyi Shan, Eli Shechtman, Jeong Joon Park, Ira Kemelmacher-Shlizerman
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published June 20, 2022

OPAD: An Optimized Policy-based Active Learning Framework for Document Content Analysis

IEEE CVPR Workshop on Fair, Data Efficient and Trusted Computer Vision

Sumit Shekhar, Bhanu Prakash Reddy Guda, Ashutosh Chaubey, Ishan Jindal, Avneet Jain
  • Computer Vision, Imaging & Video
  • Document Intelligence

Published June 19, 2022

Inverting and Editing Real Images with Spatially Varying and Automatic Latent Selection

CVPR2022

Gaurav Parmar, Yijun Li, Jingwan (Cynthia) Lu, Richard Zhang, Jun-Yan Zhu, Krishna Kumar Singh
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published June 19, 2022

InsetGAN for Full-Body Image Generation

CVPR2022

Anna Frühstück, Krishna Kumar Singh, Eli Shechtman, Niloy J. Mitra, Peter Wonka, Jingwan (Cynthia) Lu
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published June 19, 2022

Learning Motion-Dependent Appearance for High-Fidelity Rendering of Dynamic Humans from a Single Camera

CVPR2022

Jae Shin Yoon, Duygu Ceylan, Tuanfeng Y. Wang, Jingwan (Cynthia) Lu, Jimei Yang, Zhixin Shu, Hyun Soo Park
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published May 27, 2022

Document-Level Event Argument Extraction via Optimal Transport

Findings of ACL 2022

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

Published May 27, 2022

Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text

Findings of ACL 2022

Amir Pouran Ben Veyseh, Ning Xu, Quan Hung Tran, Varun Manjunatha, Franck Dernoncourt, Thien Huu Nguyen
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published May 22, 2022

How does fake news use a thumbnail? CLIP-based Multimodal Detection on the Unrepresentative News Image

ACL 2022 Workshop on CONSTRAINT

Hyewon Choi, Yejun Yoon, David Seunghyun Yoon, Kunwoo Park
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

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 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)
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