Publications

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 November 1, 2020

Learning Monocular Face Reconstruction using Multi-View Supervision

To appear in Face and Gesture (FG'20)

Zhixin Shu, Duygu Ceylan, Kalyan Sunkavalli, Eli Shechtman, Sunil Hadap, Dimitris Samaras
  • Computer Vision, Imaging & Video

Published August 23, 2020

High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling

To appear in European Conference on Computer Vision (ECCV'20)

Yu Zeng, Zhe Lin, Jimei Yang, Jianming Zhang, Eli Shechtman, Huchuan Lu
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published August 23, 2020

Lifespan Age Transformation Synthesis

To appear in European Conference on Computer Vision (ECCV'20)

Roy Or-El, Soumyadip Sengupta, Ohad Fried, Eli Shechtman, Ira Kemelmacher-Shlizerman
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published August 23, 2020

Transforming and Projecting Images into Class-conditional Generative Networks

European Conference on Computer Vision (ECCV)

Minyoung Huh, Richard Zhang, Jun-Yan Zhu, Sylvain Paris, Aaron Hertzmann
Oral
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published July 31, 2020

Structured Policy Iteration for Linear Quadratic Regulator

International Conference on Machine Learning (ICML)

Youngsuk Park, Ryan A. Rossi, Zheng Wen, Gang Wu, Handong Zhao
  • AI & Machine Learning

Published July 27, 2020

Dynamic Clustering with Discrete Time Event Prediction

43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020)

Karan Aggarwal, Georgios Theocharous, Anup Rao
  • AI & Machine Learning

Published July 25, 2020

Learning Colour Representations of Search Queries

43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020)

Paridhi Maheshwari, Manoj Ghuhan, Vishwa Vinay
  • AI & Machine Learning
  • Natural Language Processing

Published July 23, 2020

Ensemble Learning for Relational Data

Journal of Machine Learning Research (JMLR)

Hoda Eldardiry, Jennifer Neville, Ryan A. Rossi
  • AI & Machine Learning

Published July 19, 2020

Neural Subdivision

SIGGRAPH

Hsueh-Ti Liu, Vladimir (Vova) Kim, Siddhartha Chaudhuri, Noam Aigerman, Alec Jacobson
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence
  • Graphics (2D & 3D)

Published July 14, 2020

Optimizing for the Future in Non-Stationary MDPs

Thirty-seventh International Conference on Machine Learning (ICML 2020)

Yash Chandak, Georgios Theocharous, Shiv Shankar, Martha White, Sridhar Mahadevan, Philip S. Thomas
  • AI & Machine Learning

Published July 11, 2020

Batch Decorrelation for Active Metric Learning

IJCAI-PRICAI

K Priyadarshini, Siddhartha Chaudhuri, Subhasis Chaudhuri
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence
  • Data Intelligence
  • Human Computer Interaction

Published July 10, 2020

Efficient Deployment of Conversational Natural Language Interfaces over Databases

ACL 2020 First Workshop on Natural Language Interfaces

Anthony Colas, Trung Bui, Franck Dernoncourt, Moumita Sinha, Doo Soon Kim
  • AI & Machine Learning
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published July 9, 2020

Extensively Matching for Few-shot Learning Event Detection

ACL NUSE 2020

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

Published July 9, 2020

Improving Slot Filling by Utilizing Contextual Information

ACL NLP4ConvAI 2020

Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen
  • AI & Machine Learning
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published July 8, 2020

Exploiting the Syntax-Model Consistency for Neural Relation Extraction

ACL 2020

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

Published July 8, 2020

Let Me Choose: From Verbal Context to Font Selection

ACL 2020

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

Published July 8, 2020

Understanding Points of Correspondence between Sentences for Abstractive Summarization

ACL SRW 2020

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

Published July 5, 2020

Towards Transparent and Explainable Attention Models

Annual Conference of the Association for Computational Linguistics (ACL)

Akash Kumar, Preksha Nema, Sharan Narasimhan, Mitesh Khapra, Balaji Vasan Srinivasan, Balaraman Ravindran
  • AI & Machine Learning
  • Content Intelligence
  • Natural Language Processing
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