Publications

Published October 17, 2021

HiFi-GAN-2: Studio-quality speech enhancement via generative adversarial networks conditioned on acoustic features

IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)

Jiaqi Su, Zeyu Jin, Adam Finkelstein
  • AI & Machine Learning
  • Audio

Published October 14, 2021

Collaging Class-specific GANs for Semantic Image Synthesis

ICCV 2021

Yuheng Li, Yijun Li, Jingwan (Cynthia) Lu, Eli Shechtman, Yong Jae Lee, Krishna Kumar Singh, Jingwan (Cynthia) Lu
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published August 21, 2021

Boundary-Sampled Halfspaces: A New Representation for Constructive Solid Modeling

ACM Transaction on Graphics (Proc. SIGGRAPH)

Xingyi Du, Qingnan Zhou, Nathan Carr, Tao Ju
  • Graphics (2D & 3D)

Published August 14, 2021

Interactive Audience Expansion On Large Scale Online Visitor Data

ACM SIGKDD Conference on Knowledge Discovery & Data Mining

Gromit Yeuk-Yin Chan, Tung Mai, Anup Rao, Ryan A. Rossi, Fan Du, Claudio T. Silva, Juliana Freire
  • AI & Machine Learning

Published August 6, 2021

Dynamic Path Reasoning for Measurement Relation Extraction

SemEval 2021

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

Published August 4, 2021

Unleash GPT-2 Power for Event Detection

ACL 2021

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

Published August 4, 2021

Document-Level Event Argument Extraction via Optimal Transport

ACL 2021

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

Published August 4, 2021

TIMERS: Document-level Temporal Relation Extraction

ACL 2021

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

Published August 4, 2021

UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning

ACL 2021

Hwanhee Lee, David Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Kyomin Jung
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Natural Language Processing

Published August 4, 2021

A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding

ACL 2021

Khalil Mrini, Franck Dernoncourt, David Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole
  • AI & Machine Learning
  • Document Intelligence
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published August 4, 2021

PSED: A Dataset for Selecting Emphasis in Presentation Slides

ACL 2021 Findings

Amirreza Shirani, Giai Tran, Hieu Trinh, Franck Dernoncourt, Nedim Lipka, Jose Echevarria, Thamar Solorio, Paul Asente
  • AI & Machine Learning
  • Document Intelligence
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published August 4, 2021

Syntopical Graphs for Computational Argumentation Tasks

ACL 2021

Joe Barrow, Rajiv Jain, Nedim Lipka, Franck Dernoncourt, Vlad Morariu, Varun Manjunatha, Douglas Oard, Philip Resnik, Henning Wachsmuth
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published August 2, 2021

He is very intelligent, she is very beautiful? On Mitigating Social Biases in Language Modelling and Generation

Findings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021)

Aparna Garimella, Akhash Amarnath, Kiran Kumar, Akash Pramod Yalla, Anandhavelu Natarajan, Niyati Chhaya, Balaji Vasan Srinivasan
  • Natural Language Processing

Published August 2, 2021

Domain-Aware Dependency Parsing for Questions

Findings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021)

Aparna Garimella, Laura Chiticariu, Yunyao Li
  • Content Intelligence
  • Natural Language Processing

Published July 18, 2021

High Confidence Generalization for Reinforcement Learning

Thirty-eighth International Conference on Machine Learning (ICML 2021)

James Kostas, Yash Chandak, Scott M Jordan, Georgios Theocharous, Philip S. Thomas
  • AI & Machine Learning

Published July 15, 2021

Preventing Contrast Effect Exploitation in Recommendations

The 2021 SIGIR Workshop On eCommerce

Chris Nota, Georgios Theocharous, Michelle Saad, Philip S. Thomas
  • AI & Machine Learning

Published July 15, 2021

Graph Learning Regularization and Transfer Learning for Few-Shot Event Detection

SIGIR 2021

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

Published June 25, 2021

Learning by Planning: Language-Guided Global Image Editing

CVPR 2021

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

Published June 24, 2021

StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation

Computer Vision and Pattern Recognition (CVPR'21)

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

Published June 23, 2021

Few-shot Image Generation via Cross-domain Correspondence

Computer Vision and Pattern Recognition (CVPR'21)

Utkarsh Ojha, Yijun Li, Jingwan (Cynthia) Lu, Alexei A. Efros, Yong Jae Lee, Eli Shechtman, Richard Zhang
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
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