Publications

Published March 30, 2020

How much time do you have? Modeling multi-duration saliency

Computer Vision and Pattern Recognition (CVPR)

Camilo Fosco, Anelise Newman, Pat Sukhum, Yun Bin Zhang, Nanxuan Zhao, Aude Oliva, Zoya Bylinskii
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published March 23, 2020

Scene-Aware Audio Rendering via Deep Acoustic Analysis

IEEE VR Journal Track (TVCG)

Zhenyu Tang, Nicholas J. Bryan, Dingzeyu Li, Tim Langlois, Dinesh Manocha
  • AI & Machine Learning
  • AR, VR & 360 Photography
  • Audio

Published March 17, 2020

Generating Need-Adapted Multimodal Fragments

ACM Conference on Intelligent User Interfaces (ACM IUI)

Gaurav Verma, Suryateja BV, Samagra Sharma, Balaji Vasan Srinivasan
  • AI & Machine Learning
  • Content Intelligence
  • Human Computer Interaction
  • Natural Language Processing

Published March 17, 2020

Recommendation for Video Advertisements based on Personality Traits and Companion Content

ACM Conference on Intelligent User Interfaces (ACM IUI)

Sanorita Dey, Brittany R.L. Duff, Niyati Chhaya, Wai Fu, Vishy Swaminathan, Karrie Karahalios
  • Content Intelligence

Published March 2, 2020

LEAF-QA: Locate, Encode & Attend for Figure Question Answering

Winter Conference on Applications of Computer Vision

Ritwick Chaudhry, Sumit Shekhar, Utkarsh Gupta, Prann Bansal, Ajay Shridhar Joshi, Pranav Maneriker
  • Computer Vision, Imaging & Video
  • Natural Language Processing

Published February 12, 2020

A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency

AAAI 2020

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

Published February 12, 2020

Multi-view Consistency for Relation Extraction via Mutual Information and Structure Prediction

AAAI 2020

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

Published February 8, 2020

DSTC8-AVSD: Multimodal Semantic Transformer Network with Retrieval Style Word Generator

AAAI 2020 Dialog System Technology Challenge (DSTC8)

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

Published February 7, 2020

Exploratory Navigation and Selective Reading

34th AAAI Conference on Artificial Intelligence (AAAI 2020)

Natwar Modani, Paridhi Maheshwari, Harsh Deshpande, Saurab Sirpurkar, Diviya, Somak Aditya
  • AI & Machine Learning
  • Document Intelligence
  • Human Computer Interaction
  • Natural Language Processing

Published February 7, 2020

Adapting Language Models for Non-Parallel Author-Stylized Rewriting

34th AAAI Conference on Artificial Intelligence

Bakhtiyar Syed, Gaurav Verma, Balaji Vasan Srinivasan, Anandhavelu Natarajan, Vasudeva Varma
  • AI & Machine Learning
  • Content Intelligence
  • Natural Language Processing

Published February 7, 2020

Lifelong Learning with a Changing Action Set

Thirty-fourth Conference on Artificial Intelligence (AAAI 2020)

Yash Chandak, Georgios Theocharous, Chris Nota, Philip S.Thomas
Outstanding Student Paper Honorable Mention
  • AI & Machine Learning

Published February 7, 2020

Reinforcement Learning When All Actions are Not Always Available

Thirty-fourth Conference on Artificial Intelligence (AAAI 2020)

Yash Chandak, Georgios Theocharous, Blossom Metevier, Philip S. Thomas
  • AI & Machine Learning

Published February 4, 2020

A Structural Graph Representation Learning Framework

Proceedings of the ACM International Conference on Web Search and Data Mining (WSDM)

Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh, Sungchul Kim, Anup Rao, Yasin Abbasi-Yadkori
  • AI & Machine Learning

Published January 20, 2020

Real-Time Clustering for Large Sparse Online Visitor Data

Proceedings of The Web Conference (WWW)

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

Published January 15, 2020

Dis-entangling Mixture of Interventions on a Causal Bayesian Network Using Aggregate Observations

Ninth International Workshop on Statistical Relational AI at 34th AAAI Conference on Artificial Intelligence (AAAI)

Gaurav Sinha, Ayush Chauhan, Aurghya Maiti*, Naman Poddar*, Pulkit Goel*
  • AI & Machine Learning
  • Data Intelligence

Published January 1, 2020

Tamper-proofing Video with Hierarchical Attention Autoencoder Hashing on Blockchain

IEEE Transactions on Multimedia

Tu Bui, Daniel Cooper, John Collomosse, Mark Bell, Alex Green, John Sheridan, Jez Higgins, Arindra Das, Jared Keller, Olivier Thereaux
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Document Intelligence

Published January 1, 2020

Approximate Maximum Matching in Random Streams

Proceedings of the Thirty-First Annual ACM-SIAM Symposium on Discrete Algorithms (SODA)

Alireza Farhadi, MohammadTaghi Hajiaghayi, Tung Mai, Anup Rao, Ryan A. Rossi
  • AI & Machine Learning
  • Data Intelligence

Published December 13, 2019

How Many Glances? Modeling Multi-duration Saliency

Workshop on Shared Visual Representations in Human and Machine Intelligence at NeurIPS (SVRHM)

Camilo Fosco, Anelise Newman, Patr Sukhum, Yun Bin Zhang, Aude Oliva, Zoya Bylinskii
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published December 11, 2019

A Scalable Data Augmentation and Training Pipeline for Logo Detection

IEEE ISM 2019

Han Guo, Vishy Swaminathan, Saayan Mitra
Best Paper Award
  • AI & Machine Learning

Published December 9, 2019

Dynamic Adaptive Streaming for Augmented Reality Applications

Proceedings of IEEE International Symposium on Multimedia (IEEE ISM)

Stefano Petrangeli, Gwendal Simon, Haoliang Wang, Vishy Swaminathan
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)
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