Publications

Published June 19, 2021

DECOR-GAN: 3D Shape Detailization by Conditional Refinement

CVPR (oral)

Zhiqin Chen, Vladimir (Vova) Kim, Matt Fisher, Noam Aigerman, Hao Zhang, Siddhartha Chaudhuri
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence
  • Graphics (2D & 3D)

Published June 11, 2021

X-METRA-ADA: Cross-lingual Meta-Transfer learning Adaptation to Natural Language Understanding and Question Answering

NAACL 2021

Meryem M'hamdi, Doo Soon Kim, Franck Dernoncourt, Trung Bui, Xiang Ren, Jonathan May
  • AI & Machine Learning
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published June 11, 2021

KPQA: A Metric for Generative Question Answering Using Keyphrase Weights

NAACL 2021

Hwanhee Lee, David Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Joongbo Shin, Kyomin Jung
  • AI & Machine Learning
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published June 11, 2021

A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution

NAACL 2021

Tuan Lai, Heng Ji, Trung Bui, Quan Hung Tran, Franck Dernoncourt, Walter Chang
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published June 11, 2021

Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models

NAACL 2021

Mengnan Du, Varun Manjunatha, Rajiv Jain, Ruchi Deshpande, Franck Dernoncourt, Jiuxiang Gu, Tong Sun, Xia Hu
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published June 11, 2021

Open-Domain Question Answering with Pre-Constructed Question Spaces

NAACL SRW 2021

Jinfeng Xiao, Lidan Wang, Franck Dernoncourt, Trung Bui, Tong Sun, Jiawei Han
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published June 11, 2021

UCSD-Adobe at MEDIQA 2021: Transfer Learning and Answer Sentence Selection for Medical Summarization

NAACL BioNLP 2021

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

Published June 11, 2021

Personalized HRTF Modeling Using DNN-augmented BEM

ICASSP

Mengfan Zhang, Jui-Hsien Wang, Doug L. James, Wang
  • AI & Machine Learning
  • Audio
  • Graphics (2D & 3D)

Published June 8, 2021

Sound Event Detection and Separation: A Benchmark on DESED Synthetic Soundscapes

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Nicolas Turpault, Romain Serizel, Scott Wisdom, Hakan Erdogan, John R. Hershey, Eduardo Fonseca, Prem Seetharaman, Justin Salamon
  • AI & Machine Learning
  • Audio

Published June 8, 2021

What’s all the Fuss about Free Universal Sound Separation Data?

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Scott Wisdom, Hakan Erdogan, Daniel P. W. Ellis, Romain Serizel, Nicolas Turpault, Eduardo Fonseca, Justin Salamon, Prem Seetharaman, John R. Hershey
  • AI & Machine Learning
  • Audio

Published June 8, 2021

Few-Shot Continual Learning for Audio Classification

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Yu Wang, Nicholas J. Bryan, Mark Cartwright, Juan Pablo Bello, Justin Salamon
  • AI & Machine Learning
  • Audio

Published June 6, 2021

Joint Summarization-Entailment Optimization for Consumer Health Question Understanding

NAACL 2021 NLP for Medical Conversations (NLPMC) workshop

Khalil Mrini, Franck Dernoncourt, Walter Chang, Emilia Farcas, Ndapa Nakashole
Best Student Paper Award
  • AI & Machine Learning
  • Document Intelligence
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published June 6, 2021

Multi-Style Transfer with Discriminative Feedback on Disjoint Corpus

2021 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL - HLT)

Navita Goyal, Balaji Vasan Srinivasan, Anandhavelu Natarajan, Abhilasha Sancheti
  • AI & Machine Learning
  • Content Intelligence
  • Natural Language Processing

Published June 6, 2021

MIMOQA: Multimodal Input Multimodal Output Question Answering

2021 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL - HLT)

Hrituraj Singh, Anshul Nasery, Denil Mehta, Aishwarya Agarwal, Jatin Lamba, Balaji Vasan Srinivasan
  • AI & Machine Learning
  • Content Intelligence
  • Natural Language Processing

Published June 6, 2021

Context-Aware Prosody Correction for Text-Based Speech Editing

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Max Morrison, Lucas Rencker, Zeyu Jin, Nicholas J. Bryan, Juan-Pablo Caceres, Bryan Pardo
  • AI & Machine Learning
  • Audio

Published June 6, 2021

Differentiable Signal Processing with Black-Box Audio Effects

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

Marco A. Martínez Ramírez, Oliver Wang, Paris Smaragdis, Nicholas J. Bryan
  • AI & Machine Learning
  • Audio

Published May 25, 2021

Parsing and Summarizing Infographics with Synthetically Trained Icon Detection

IEEE Pacific Visualization Symposium (PacificVis)

Spandan Madan, Zoya Bylinskii, Carolina Nobre, Matthew Tancik, Adria Recasens, Kimberli Zhong, Sami Alsheikh, Aude Oliva, Fredo Durand, Hanspeter Pfister
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Document Intelligence
  • Graphics (2D & 3D)
  • Human Computer Interaction

Published May 14, 2021

Inducing Rich Interaction Structures between Words for Document-level Event Argument Extraction

PAKDD 2021

Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Varun Manjunatha, Lidan Wang, Rajiv Jain, Doo Soon Kim, Walter Chang, Thien Nguyen
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published May 13, 2021

Leveraging Text-Chart Links to Support Authoring of Data-Driven Articles with VizFlow

ACM Conference on Human Factors in Computing Systems (CHI)

Nicole Sultanum, Fanny Chevalier, Zoya Bylinskii, Leo Zhicheng Liu
  • Document Intelligence
  • Human Computer Interaction

Published May 12, 2021

Understanding Conversational and Expressive Style in a Multimodal Embodied Conversational Agent

ACM Conference on Human Factors in Computing Systems (CHI)

Deepali Aneja, Rens Hoegen, Daniel McDuff, Mary Czerwinski
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Human Computer Interaction
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