Publications

Published November 18, 2020

Scene Graph Modification Based on Natural Language Commands

EMNLP Findings 2020

Xuanli He, Quan Hung Tran, Gholamreza Haffari, Walter Chang, Zhe Lin, Trung Bui, Franck Dernoncourt, Nhan Dam
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Intelligent Agents & Assistants
  • Natural Language Processing

Published November 18, 2020

Using Visual Feature Space as a Pivot Across Languages

EMNLP Findings 2020

Ziyan Yang, Leticia Pinto Alva, Franck Dernoncourt, Vicente Ordonez
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Natural Language Processing

Published November 18, 2020

Rethinking Self-Attention: Towards Interpretability in Neural Parsing

EMNLP Findings 2020

Khalil Mrini, Franck Dernoncourt, Quan Hung Tran, Trung Bui, Walter Chang, Ndapa Nakashole
  • AI & Machine Learning
  • Document Intelligence
  • Natural Language Processing

Published November 18, 2020

STL-CQA: Structure-based Transformers with Localization and Encoding for Chart Question Answering

EMNLP 2020

Hrituraj Singh, Sumit Shekhar
  • Computer Vision, Imaging & Video
  • Document Intelligence
  • Natural Language Processing

Published November 18, 2020

Incorporating Stylistic Lexical Preferences in Generative Language Models

EMNLP Findings 2020

Hrituraj Singh, Gaurav Verma, Balaji Vasan Srinivasan
  • Natural Language Processing

Published November 2, 2020

Evaluating Automatic Parameter Control Methods for Locomotion in Multiscale Virtual Environments

ACM Symposium on Virtual Reality Software and Technology (VRST)

Jong-in Lee, Paul Asente, Byungmoon Kim, Yeojin Kim, Wolfgang Stuerzlinger
  • AR, VR & 360 Photography
  • Human Computer Interaction

Published November 1, 2020

Learning Monocular Face Reconstruction using Multi-View Supervision

To appear in Face and Gesture (FG'20)

Zhixin Shu, Duygu Ceylan, Kalyan Sunkavalli, Eli Shechtman, Sunil Hadap, Dimitris Samaras
  • Computer Vision, Imaging & Video

Published October 26, 2020

A Differentiable Perceptual Audio Metric Learned from Just Noticeable Differences

Interspeech 2020

Pranay Manocha, Adam Finkelstein, Richard Zhang, Nicholas J. Bryan, Gautham Mysore, Zeyu Jin
  • AI & Machine Learning
  • Audio

Published October 26, 2020

Controllable Neural Prosody Synthesis

Interspeech 2020

Maxwell Morrison, Zeyu Jin, Justin Salamon, Nicholas J. Bryan, Gautham Mysore
  • Audio

Published October 20, 2020

Autocomplete Animated Sculpting

UIST 2020

Mengqi Peng, Li-Yi Wei, Rubaiat Habib, Vladimir (Vova) Kim
  • Graphics (2D & 3D)
  • Human Computer Interaction

Published October 20, 2020

RealitySketch: Embedding Responsive Graphics and Visualizations in AR through Dynamic Sketching

UIST 2020

Ryo Suzuki, Rubaiat Habib, Li-Yi Wei, Stephen DiVerdi, Wilmot Li, Daniel Leithinger
Best Paper Honorable Mention
  • AR, VR & 360 Photography
  • Human Computer Interaction

Published October 20, 2020

Conversational Error Analysis in Human-Agent Interaction

ACM International Conference on Intelligent Virtual Agents (IVA)

Deepali Aneja, Daniel McDuff, Mary Czerwinski
  • AI & Machine Learning
  • Content Intelligence
  • Human Computer Interaction
  • Intelligent Agents & Assistants

Published October 11, 2020

Few-Shot Drum Transcription in Polyphonic Music

International Society for Music Information Retrieval Conference (ISMIR)

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

Published October 11, 2020

Metric Learning vs Classification for Disentangled Music Representation Learning

International Society for Music Information Retrieval Conference (ISMIR)

Jongpil Lee, Nicholas J. Bryan, Justin Salamon, Zeyu Jin, Juhan Nam
  • AI & Machine Learning
  • Audio

Published September 22, 2020

Goal-driven Command Recommendations for Analysts

ACM Conference on Recommender Systems (RecSys '20)

Samarth Aggarwal, Rohin Garg, Abhilasha Sancheti, Bhanu Prakash Reddy Guda, Iftikhar Ahamath Burhanuddin
  • AI & Machine Learning
  • Data Intelligence
  • Human Computer Interaction
  • Intelligent Agents & Assistants

Published September 15, 2020

Reinforcement Learning for Strategic Recommendations

Arxiv 2020

Georgios Theocharous, Yash Chandak, Philip S. Thomas, Frits de Nijs
  • AI & Machine Learning

Published September 9, 2020

Semantic Estimation of 3D Body Shape and Pose using Minimal Cameras

British Machine Vision Conference (BMVC)

Andrew Gilbert, Matthew Trumble, Adrian Hilton, John Collomosse
  • AI & Machine Learning
  • AR, VR & 360 Photography
  • Computer Vision, Imaging & Video

Published August 25, 2020

Incremental Potential Contact: Intersection- and Inversion-free Large Deformation Dynamics

ACM Transactions on Graphics (SIGGRAPH 2020)

Minchen Li, Zachary Ferguson, Teseo Schneide, Tim Langlois, Denis Zorin, Daniele Panozzo, Chenfanfu Jiang, Danny Kaufman
  • Graphics (2D & 3D)

Published August 25, 2020

NASOQ: Numerically Accurate Sparsity-Oriented QP Solver

ACM Transactions on Graphics (SIGGRAPH 2020)

Kazem Cheshmi, Danny Kaufman, Shoaib Kamil, Maryam Mehri Dehnavi
  • Graphics (2D & 3D)

Published August 25, 2020

Fabrication-in-the-Loop Co-Optimization of Surfaces and Styli for Drawing Haptics

ACM Transactions on Graphics (SIGGRAPH 2020)

Michal Piovarč, Danny Kaufman, David I.W. Levin, Piotr Didyk
  • Graphics (2D & 3D)
  • Human Computer Interaction
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