Publications

Published September 22, 2022

DocLayoutTTS: Dataset and Baselines for Layout-informed Document-level Neural Speech Synthesis

Interspeech 2022

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

Published September 18, 2022

Audio Similarity is Unreliable as a Proxy for Audio Quality

Interspeech 2022

Pranay Manocha, Zeyu Jin, Adam Finkelstein
  • Audio

Published September 18, 2022

Filler Word Detection and Classification: A Dataset and Benchmark

23rd Annual Conference of the International Speech Communication Association (INTERSPEECH 2022)

Ge Zhu, Juan-Pablo Caceres, Justin Salamon
  • AI & Machine Learning
  • Audio

Published September 5, 2022

Meta-learning for Adaptive Filters with Higher-order Frequency Dependencies

IEEE International Workshop on Acoustic Signal Enhancement

Junkai Wu, Jonah Casebeer, Nicholas J. Bryan, Paris Smaragdis
  • AI & Machine Learning
  • Audio

Published September 1, 2022

Style Transfer of Audio Effects with Differentiable Signal Processing

Journal of the Audio Engineering Society

Christian Steinmetz, Nicholas J. Bryan, Joshua Reiss
  • AI & Machine Learning
  • Audio

Published August 9, 2022

Can one hear the shape of a neural network?: Snooping the GPU via Magnetic Side Channel

USENIX Security 2022

Henrique Teles Maia, Chang Xiao, Dingzeyu Li, Eitan Grinspun, Changxi Zheng
  • AI & Machine Learning
  • Audio
  • Systems & Languages

Published August 8, 2022

Neural Jacobian Fields: Learning Intrinsic Mappings of Arbitrary Meshes

SIGGRAPH

Noam Aigerman, Kunal Gupta, Vladimir (Vova) Kim, Siddhartha Chaudhuri, Jun Saito, Thibault Groueix
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published August 8, 2022

MatFormer: A Generative Model for Procedural Materials

ACM Transactions on Graphics (Proc. SIGGRAPH 2022)

Paul Guerrero, Miloš Hašan, Kalyan Sunkavalli, Radomír Měch, Tamy Boubekeur, Niloy J. Mitra
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published August 8, 2022

Moving Level-of-Detail Surfaces

ACM Transactions on Graphics (Proc. SIGGRAPH 2022)

Corentin Mercier, Thibault Lescoat, Pierre Roussillon, Tamy Boubekeur, Jean Thiery
  • Graphics (2D & 3D)

Published August 7, 2022

Clustered Vector Textures

SIGGRAPH 2022

Peihan Tu, Li-Yi Wei, Matthias Zwicker
  • Graphics (2D & 3D)

Published August 3, 2022

Active Exploration for Neural Global Illumination of Variable Scenes

ACM Transactions on Graphics (SIGGRAPH 2022)

Stavros Diolatzis, Julien Philip, George Drettakis
  • AI & Machine Learning
  • Graphics (2D & 3D)

Published August 1, 2022

Node Graph Optimization Using Differentiable Proxies

Siggraph proc.

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

Published August 1, 2022

Fine Wrinkling on Coarsely Meshed Thin Shells

ACM Transactions on Graphics (SIGGRAPH 2022)

Zhen Chen, Hsiao-Yu Chen, Danny Kaufman, Mélina Skouras, Etienne Vouga
  • AR, VR & 360 Photography
  • Graphics (2D & 3D)

Published August 1, 2022

Affine Body Dynamics: Fast, Stable, and Intersection-free Simulation of Stiff Materials

ACM Transactions on Graphics (SIGGRAPH 2022)

Lei Lan, Danny Kaufman, Minchen Li, Chenfanfu Jiang, Yin Yang
  • AR, VR & 360 Photography
  • Graphics (2D & 3D)

Published August 1, 2022

ASSET: Autoregressive Semantic Scene Editing with Transformers at High Resolutions

ACM Transactions on Graphics (TOG)

Difan Liu, Sandesh Shetty, Tobias Hinz, Matt Fisher, Richard Zhang, Taesung Park, Evangelos Kalogerakis
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

Published July 28, 2022

Skeleton-free Pose Transfer for Stylized 3D Characters

ECCV 2022

Zhouyingcheng Liao, Jimei Yang, Jun Saito, Gerard Pons-Moll, Yang Zhou
  • AI & Machine Learning
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)

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
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