Publications

Published July 20, 2022

HEAR: Holistic Evaluation of Audio Representations

NeurIPS 2021

Joseph Turian, Jordie Shier, Humair Raj Khan, Bhiksha Raj, Björn W Schuller, Christian J Steinmetz, Colin Malloy, George Tzanetakis, Gissel Velarde, Kirk McNally, Max Henry, Nicolas Pinto, Camille Noufi, Christian Clough, Dorien Herremans, Eduardo Fonseca, Jesse Engel, Justin Salamon, Philippe Esling, Pranay Manocha, Shinji Watanabe, Zeyu Jin, Yonatan Bisk
  • AI & Machine Learning
  • Audio

Published July 15, 2022

DynamicToC: Persona-based Table of Contents for Consumption of Long Documents

North American Chapter of the Association for Computational Linguistics (NAACL)

Himanshu Maheshwari, Nethraa Shivakumar, Shelly Jain, Tanvi Karandikar, Navita Goyal, Vinay Aggarwal, Sumit Shekhar
  • Document Intelligence
  • Natural Language Processing

Published July 15, 2022

Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies

NAACL 2022

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

Published July 15, 2022

DocTime: A Document-level Temporal Dependency Graph Parser

NAACL 2022

Puneet Mathur, Vlad Morariu, Verena Kaynig-Fittkau, Jiuxiang Gu, Franck Dernoncourt, Quan Hung Tran, Ani Nenkova, Dinesh Manocha, Rajiv Jain
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published July 15, 2022

MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection

NAACL 2022

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

Published July 15, 2022

Event Detection for Suicide Understanding

Findings of NAACL 2022

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

Published July 15, 2022

SemEval 2022 Task 12: Symlink – Linking Mathematical Symbols to their Descriptions

Semeval 2022

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

Published July 11, 2022

Fine-grained Image Captioning with CLIP Reward

Findings of NAACL 2022

Jaemin Cho, David Seunghyun Yoon, Ajinkya Kale, Franck Dernoncourt, Trung Bui, Mohit Bansal
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Natural Language Processing

Published July 11, 2022

Video-based Multimodal Intent Discovery

Findings of NAACL 2022

Adyasha Maharana, Quan Hung Tran, David Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Walter Chang, Mohit Bansal
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Natural Language Processing

Published July 11, 2022

Curriculum Learning for Dense Retrieval Distillation

Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval

Hansi Zeng, Hamed Zamani, Vishwa Vinay
  • AI & Machine Learning
  • Content Intelligence

Published July 11, 2022

Offline Evaluation of Ranked Lists using Parametric Estimation of Propensities

Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval

Vishwa Vinay, Manoj Kilaru, David Arbour
  • AI & Machine Learning

Published July 11, 2022

BehancePR: A Punctuation Restoration Dataset for Livestreaming Video Transcripts

Findings of NAACL 2022

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

Published July 1, 2022

Controlling Material Appearance by Examples

Computer Graphics Forum (EGSR Proceedings)

Yiwei Hu, Miloš Hašan, Paul Guerrero, Holly Rushmeier, Valentin Deschaintre
  • AI & Machine Learning
  • Graphics (2D & 3D)

Published July 1, 2022

Robust Computation of Implicit Surface Networks for Piecewise Linear Functions

ACM Transactions on Graphics (SIGGRAPH 2022)

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

Published June 25, 2022

BehanceQA: A New Dataset for Identifying Question-Answer Pairs in Video Transcripts

LREC 2022

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

Published June 25, 2022

BehanceCC: A ChitChat Detection Dataset For Livestreaming Video Transcripts

LREC 2022

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

Published June 24, 2022

GAN-Supervised Dense Visual Alignment (GANgealing)

Computer Vision and Pattern Recognition (CVPR'22)

William Peebles, Jun-Yan Zhu, Richard Zhang, Antonio Torralba, Alexei Efros, Eli Shechtman
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published June 24, 2022

Audio-Driven Neural Gesture Reenactment With Video Motion Graphs

IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR)

Yang Zhou, Jimei Yang, Dingzeyu Li, Jun Saito, Deepali Aneja, Evangelos Kalogerakis
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published June 23, 2022

Ensembling Off-the-shelf Models for GAN Training

Computer Vision and Pattern Recognition (CVPR'22)

Nupur Kumari, Richard Zhang, Eli Shechtman, Jun-Yan Zhu
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published June 22, 2022

StyleSDF: High-Resolution 3D-Consistent Image and Geometry Generation

Computer Vision and Pattern Recognition (CVPR'22)

Roy O-Elr, Xuan Luo, Mengyi Shan, Eli Shechtman, Jeong Joon Park, Ira Kemelmacher-Shlizerman
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)
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