Publications

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 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

Published December 14, 2021

Tessellation-Free Displacement Mapping for Ray Tracing

SIGGRAPH Asia 2021

Théo Thonat, François Beaune, Xin Sun, Nathan Carr, Tamy Boubekeur
  • Graphics (2D & 3D)

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

Published November 16, 2021

NLP and Deep Learning Methods for Curbing the Spread of Misinformation in India

The International Journal of Intelligence, Security, and Public Affairs

Amber Nigam, Pragati Jaiswal, Saketh Sundar, Mukund Poddar, Nitya Kumar, Franck Dernoncourt, Leo A. Celi
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published November 10, 2021

TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts

New Frontiers in Summarization EMNLP Workshop 2021

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

Published November 9, 2021

IGA: An Intent-Guided Authoring Assistant

EMNLP 2021

Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer
  • AI & Machine Learning
  • Document Intelligence
  • Human Computer Interaction
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published November 9, 2021

StreamHover: Livestream Transcript Summarization and Annotation

Empirical Methods in Natural Language Processing (EMNLP)

Sangwoo Cho, Franck Dernoncourt, Tim Ganter, Trung Bui, Nedim Lipka, Walter Chang, Hailin Jin, Jonathan Brandt, Hassan Foroosh, Fei Liu
  • AI & Machine Learning
  • Content Intelligence
  • Document Intelligence
  • Natural Language Processing

Published November 9, 2021

Learning Prototype Representations Across Few-Shot Tasks for Event Detection

EMNLP 2021

Viet Lai, Franck Dernoncourt, Thien Huu Nguyen
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published November 9, 2021

QACE: Asking Questions to Evaluate an Image Caption

Findinds of EMNLP 2021

Hwanhee Lee, Thomas Scialom, David Seunghyun Yoon, Franck Dernoncourt, Kyomin Jung
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence
  • Natural Language Processing

Published November 9, 2021

Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning

EMNLP 2021

Jianguo Zhang, Trung Bui, David Seunghyun Yoon, Xiang Chen, Zhiwei Liu, Congying Xia, Quan Hung Tran, Walter Chang, Philip Yu
  • AI & Machine Learning
  • Content Intelligence
  • Natural Language Processing

Published November 8, 2021

Controllable deep melody generation via hierarchical music representation

International Society for Music Information Retrieval Conference

Shuqi Dai, Zeyu Jin, Celso Gomes, Roger B. Dannenberg
  • Audio

Published November 8, 2021

Deep Embeddings and Section Fusion Improve Music Segmentation

International Society for Music Information Retrieval Conference (ISMIR)

Justin Salamon, Oriol Nieto, Nicholas J. Bryan
  • AI & Machine Learning
  • Audio

Published November 8, 2021

Emotion Embedding Spaces for Matching Music to Stories

International Society for Music Information Retrieval Conference (ISMIR)

Minz Won, Justin Salamon, Nicholas J. Bryan, Gautham Mysore, Xavier Serra
Best Student Paper Award
  • AI & Machine Learning
  • Audio

Published November 7, 2021

ClauseRec: A Clause Recommendation Framework for AI-aided Contract Authoring

Empirical Methods in Natural Language Processing (EMNLP)

Vinay Aggarwal, Aparna Garimella, Balaji Vasan Srinivasan, Anandhavelu Natarajan, Rajiv Jain
  • Content Intelligence
  • Natural Language Processing

Published November 7, 2021

Exploring Conditional Text Generation for Aspect-based Sentiment Analysis

PACLIC 2021

Siva Uday Sampreeth Chebolu‬, Franck Dernoncourt, Nedim Lipka, Thamar Solorio
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published November 2, 2021

Real Image Inversion via Segments

arxiv

David Futschik, Michal Lukáč, Eli Shechtman, Daniel Sykora
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
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