Publications

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 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 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

Published July 5, 2020

Visual Dialog: Do we really need it?

ACL 2020

Shubham Agarwal, Trung Bui, Joon-Young Lee, Ioannis Konstas, Verena Rieser
  • AI & Machine Learning
  • Human Computer Interaction
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published June 16, 2020

Neural Cages for Detail-Preserving 3D Deformations

CVPR (oral)

Yifan Wang, Noam Aigerman, Vladimir (Vova) Kim, Siddhartha Chaudhuri, Olga Sorkine-Hornung
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence
  • Graphics (2D & 3D)

Published June 16, 2020

Affinity Graph Supervision for Visual Recognition

CVPR

Chu Wang, Babak Samari, Vladimir (Vova) Kim, Siddhartha Chaudhuri, Kaleem Siddiqi
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence

Published June 16, 2020

AdaCoSeg: Adaptive Shape Co-Segmentation with Group Consistency Loss

CVPR (oral)

Chenyang Zhu, Kai Xu, Siddhartha Chaudhuri, Li Yi, Leonidas Guibas, Hao Zhang
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence
  • Graphics (2D & 3D)

Published June 13, 2020

Softmax Splatting For Video Frame Interpolation

IEEE Conference on Computer Vision and Pattern Recognition

Simon Niklaus, Feng Liu
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published June 8, 2020

Beyond Positive Emotion: Deconstructing Happy Moments based on Writing Prompts

The 14th International Conference on Web and Social Media (ICWSM)

Kokil Jaidka, Niyati Chhaya, Saran Mumick, Matthew Killingsworth, Alon Halevy, Lyle Ungar
  • AI & Machine Learning
  • Content Intelligence
  • Natural Language Processing

Published May 28, 2020

AnimationPak: Packing Elements with Scripted Animations

Graphics Interface 2020

Reza Adhitya Saputra, Craig Kaplan, Paul Asente
  • Graphics (2D & 3D)

Published May 14, 2020

Exploiting the Matching Information in the Support Set for Few Shot Event Classification

PAKDD 2020

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

Published May 12, 2020

Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition

LREC 2020

Xiaolei Huang, Linzi Xing, Michael J. Paul, Franck Dernoncourt
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published May 12, 2020

A Corpus for Detecting High-Context Clinical Indications in Intensive Care Patient Notes Focusing on Frequently Readmitted Patients

LREC 2020

Edward T. Moseley, Joy T. Wu, Jonathan Welt, John Foote, Patrick D. Tyler, David W. Grant, Eric T. Carlson, Sebastian Gehrmann, Franck Dernoncourt, Leo Anthony Celi
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published May 12, 2020

TutorialVQA: Question Answering Dataset for Tutorial Videos

LREC 2020

Anthony Colas, Seokhwan Kim, Franck Dernoncourt, Siddhesh Gupte, Zhe Wang, Doo Soon Kim
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence
  • Natural Language Processing

Published May 12, 2020

Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks

LREC 2020

Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published May 7, 2020

SPADE: Streaming PARAFAC2 Decomposition for Large Datasets

SIAM SDM 2020

Ekta Gurjal, Georgios Theocharous, Evangelos E. Papalexakis
  • AI & Machine Learning
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