Publications

Published January 5, 2021

Fine-grained Foreground Retrieval Via Teacher-Student Learning

Winter Conference on Applications of Computer Vision (WACV'21)

Zongze Wu, Dani Lischinski, Eli Shechtman
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published January 5, 2021

Improved Techniques for Training Single-Image GANs

IEEE Winter Conference on Applications of Computer Vision (WACV)

Tobias Hinz, Matt Fisher, Oliver Wang, Stefan Wermter
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published December 16, 2020

Collaborative Training of GANs in Continuous and Discrete Spaces for Text Generation

IEEE Access

Yanghoon Kim, Seungpil Won, David Seunghyun Yoon, Kyomin Jung
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published December 15, 2020

Understanding and Explicitly Measuring Linguistic and Stylistic Properties of Deception via Generation and Translation

The 13th International Conference on Natural Language Generation (INLG 2020)

Emily Saldanha, Aparna Garimella, Svitlana Volkova
  • AI & Machine Learning
  • Natural Language Processing

Published December 13, 2020

SemEval-2020 Task 6: Definition extraction from free text with the DEFT corpus

SemEval 2020

Sasha Spala, Nicholas Miller, Franck Dernoncourt, Carl Dockhorn
  • AI & Machine Learning
  • Content Intelligence
  • Document Intelligence
  • Natural Language Processing

Published December 13, 2020

SemEval-2020 Task 10: Emphasis Selection for Written Text in Visual Media

SemEval 2020

Amirreza Shirani, Franck Dernoncourt, Nedim Lipka, Paul Asente, Jose Echevarria, Thamar Solorio
  • AI & Machine Learning
  • Content Intelligence
  • Document Intelligence
  • Natural Language Processing

Published December 13, 2020

What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation

COLING 2020

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

Published December 13, 2020

Explain by Evidence: An Explainable Memory-based Neural Network for Question Answering

COLING 2020

Quan Hung Tran, Nhan Dam, Tuan Lai, Franck Dernoncourt, Trung Le, Nham Le, Dinh Phung
  • AI & Machine Learning
  • Document Intelligence
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published December 12, 2020

Constraint Sampling Reinforcement Learning for Recommendation Systems

Challenges of Real-World RL, NeurIPS 2020 Workshop

Tong Mu, Georgios Theocharous, David Arbour
  • AI & Machine Learning

Published December 11, 2020

Audio-Based Music Structure Analysis: Current Trends, Open Challenges, and Applications

Transactions of the International Society for Music Information Retrieval (TISMIR)

Oriol Nieto, Gautham Mysore, Cheng-i Wang, Jordan B. L. Smith, Jan Schlu╠łter, Thomas Grill, Brian McFee, Gautham J Mysore
  • AI & Machine Learning
  • Audio

Published December 8, 2020

“Judge me by my size (noun), do you?” YodaLib: A Demographic-Aware Humor Generation Framework

The 28th International Conference on Computational Linguistics (COLING 2020)

Aparna Garimella, Carmen Banea, Nabil Hossain, Rada Mihalcea
  • AI & Machine Learning
  • Natural Language Processing

Published December 7, 2020

A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion

AACL-IJCNLP 2020

Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim, Walter Chang, Fei Liu
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published December 6, 2020

Towards Safe Policy Improvement for Non-Stationary MDPs

Neural Information Processing Systems (NeurIPS 2020)

Yash Chandak, Scott Jordan, Georgios Theocharous, Martha White, Philip S. Thomas
Spotlight
  • AI & Machine Learning

Published December 6, 2020

Few-shot Image Generation via Self-adaptation

Neurips 2020

Yijun Li, Richard Zhang, Jingwan (Cynthia) Lu, Eli Shechtman
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published December 6, 2020

Swapping Autoencoder for Deep Image Manipulation

Neurips 2020

Taesung Park, Jun-Yan Zhu, Oliver Wang, Jingwan (Cynthia) Lu, Eli Shechtman, Alexei A. Efros, Richard Zhang
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published December 6, 2020

Elastic-InfoGAN: Unsupervised Disentangled Representation Learning in Class-Imbalanced Data

Conference on Neural Information Processing Systems (NeurIPS)

Utkarsh Ojha, Krishna Kumar Singh, Cho-Jui Hsieh, Yong Jae Lee
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published December 4, 2020

A Benchmark and Baseline for Language-Driven Image Editing

ACCV 2020

Jing Shi, Ning Xu, Trung Bui, Franck Dernoncourt, Zheng Wen, Chenliang Xu
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Natural Language Processing

Published December 4, 2020

DeformSyncNet: Deformation Transfer via Synchronized Shape Deformation Spaces

SIGGRAPH Asia

Minhyuk Sung, Zhenyu Jiang, Panos Achlioptas, Niloy J. Mitra, Leonidas J. Guibas
  • AI & Machine Learning
  • Graphics (2D & 3D)

Published December 4, 2020

Spherical Light Integration over Spherical Caps via Spherical Harmonics

SIGGRAPH Asia 2020 Technical Communications

Zihong Zhou, Li-Yi Wei
  • Graphics (2D & 3D)

Published December 4, 2020

Simple Methods to Represent Shapes with Sample Spheres

SIGGRAPH Asia 2020 Technical Communications

Li-Yi Wei, Arjun V Anand, Shally Kumar, Tarun Beri, Wei
  • Graphics (2D & 3D)
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