Publications

Published December 14, 2021

Path graphs: iterative path space filtering

ACM Transactions on Graphics (SIGGRAPH Asia 2021)

Xi Deng, Milos Hasan, Nathan Carr, Zexiang Xu, Steve Marschner
  • Graphics (2D & 3D)

Published December 14, 2021

Off-Policy Evaluation in Embedded Spaces

Causal Inference Challenges in Sequential Decision Making: Bridging Theory and Practice, A NeurIPS 2021 Workshop

Jaron J.R Lee, David Arbour, Georgios Theocharous
  • AI & Machine Learning

Published December 13, 2021

Inspiration Retrieval for Visual Exploration

NeurIPS 2021 Workshop on Machine Learning for Creativity and Design

Nihal Jain, Praneetha Vaddamanu, Paridhi Maheshwari, Vishwa Vinay, Kuldeep Kulkarni
  • AI & Machine Learning
  • Content Intelligence

Published December 13, 2021

Gaudí: Conversational Interactions with Deep Representations to Generate Image Collections

NeurIPS 2021 Workshop on Machine Learning for Creativity and Design

Victor S. Bursztyn, Jennifer Healey, Vishwa Vinay
  • AI & Machine Learning
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published December 6, 2021

VPN: Video Provenance Network for Robust Content Attribution

International Conference on Computer Vision in Media Production (CVMP)

Alexander Black, Tu Bui, Simon Jenni, Vishy Swaminathan, John Collomosse
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence

Published December 3, 2021

Dance In the Wild: Monocular Human Animation with Neural Dynamic Appearance Synthesis

International Conference on 3D Vision 2021

Tuanfeng Y. Wang, Duygu Ceylan, Krishna Kumar Singh, Niloy J. Mitra
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published November 16, 2021

NLP and Deep Learning Methods for Curbing the Spread of Misinformation in India

The International Journal of Intelligence, Security, and Public Affairs

Amber Nigam, Pragati Jaiswal, Saketh Sundar, Mukund Poddar, Nitya Kumar, Franck Dernoncourt, Leo A. Celi
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published November 10, 2021

TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts

New Frontiers in Summarization EMNLP Workshop 2021

Sajad Sotudeh, Hanieh Deilamsalehy, Franck Dernoncourt, Nazli Goharian
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published November 9, 2021

Learning Prototype Representations Across Few-Shot Tasks for Event Detection

EMNLP 2021

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

Published November 9, 2021

QACE: Asking Questions to Evaluate an Image Caption

Findinds of EMNLP 2021

Hwanhee Lee, Thomas Scialom, David Seunghyun Yoon, Franck Dernoncourt, Kyomin Jung
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Content Intelligence
  • Natural Language Processing

Published November 9, 2021

Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning

EMNLP 2021

Jianguo Zhang, Trung Bui, David Seunghyun Yoon, Xiang Chen, Zhiwei Liu, Congying Xia, Quan Hung Tran, Walter Chang, Philip Yu
  • AI & Machine Learning
  • Content Intelligence
  • Natural Language Processing

Published November 9, 2021

StreamHover: Livestream Transcript Summarization and Annotation

Empirical Methods in Natural Language Processing (EMNLP)

Sangwoo Cho, Franck Dernoncourt, Tim Ganter, Trung Bui, Nedim Lipka, Walter Chang, Hailin Jin, Jonathan Brandt, Hassan Foroosh, Fei Liu
  • AI & Machine Learning
  • Content Intelligence
  • Document Intelligence
  • Natural Language Processing

Published November 9, 2021

IGA: An Intent-Guided Authoring Assistant

EMNLP 2021

Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer
  • AI & Machine Learning
  • Document Intelligence
  • Human Computer Interaction
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published November 8, 2021

Deep Embeddings and Section Fusion Improve Music Segmentation

International Society for Music Information Retrieval Conference (ISMIR)

Justin Salamon, Oriol Nieto, Nicholas J. Bryan
  • AI & Machine Learning
  • Audio

Published November 8, 2021

Controllable deep melody generation via hierarchical music representation

International Society for Music Information Retrieval Conference

Shuqi Dai, Zeyu Jin, Celso Gomes, Roger B. Dannenberg
  • Audio

Published November 8, 2021

Emotion Embedding Spaces for Matching Music to Stories

International Society for Music Information Retrieval Conference (ISMIR)

Minz Won, Justin Salamon, Nicholas J. Bryan, Gautham Mysore, Xavier Serra
Best Student Paper Award
  • AI & Machine Learning
  • Audio

Published November 7, 2021

ClauseRec: A Clause Recommendation Framework for AI-aided Contract Authoring

Empirical Methods in Natural Language Processing (EMNLP)

Vinay Aggarwal, Aparna Garimella, Balaji Vasan Srinivasan, Anandhavelu Natarajan, Rajiv Jain
  • Content Intelligence
  • Natural Language Processing

Published November 7, 2021

Exploring Conditional Text Generation for Aspect-based Sentiment Analysis

PACLIC 2021

Siva Uday Sampreeth Chebolu‬, Franck Dernoncourt, Nedim Lipka, Thamar Solorio
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published November 2, 2021

Real Image Inversion via Segments

arxiv

David Futschik, Michal Lukáč, Eli Shechtman, Daniel Sykora
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published November 1, 2021

Generating Compositional Color Representations from Text

Proceedings of the 30th ACM International Conference on Information & Knowledge Management 2021

Paridhi Maheshwari, Nihal Jain, Praneetha Vaddamanu, Dhananjay Raut, Shraiysh Vaishay, Vishwa Vinay
  • AI & Machine Learning
  • Content Intelligence
  • Natural Language Processing
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