Publications

Publication date: October 27, 2019

Onion-Peel Networks for Deep Video Completion

International Conference on Computer Vision (ICCV)

Seoung Wug Oh, Sungho Lee, Joon-Young Lee, Seon Joo Kim
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 26, 2019

Robust Sound Event Detection in Bioacoustic Sensor Networks

PLoS ONE 14(10): e0214168, 2019. DOI: https://doi.org/10.1371/journal.pone.0214168

Vincent Lostanlen, Justin Salamon, Andrew Farnsworth, Steve Kelling, Juan Pablo Bello
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: October 25, 2019

SONYC Urban Sound Tagging (SONYC-UST): A Multilabel Dataset from an Urban Acoustic Sensor Network

Detection and Classification of Acoustic Scenes and Events 2019 Workshop (DCASE2019)

Mark Cartwright, Ana Elisa Mendez Mendez, Jason Cramer, Vincent Lostanlen, Graham Dove, Ho-Hsiang Wu, Justin Salamon, Oded Nov, Juan Pablo Bello
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: October 25, 2019

Sound Event Detection in Domestic Environments with Weakly Labeled Data and Soundscape Synthesis

Detection and Classification of Acoustic Scenes and Events 2019 Workshop (DCASE2019)

Nicolas Turpault, Romain Serizel, Ankit Shah, Justin Salamon
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: October 20, 2019

HairBrush for Immersive Data-Driven Hair Modeling

SIGGRAPH 2019 Real-time Live and UIST 2019

Jun Xing, Koki Nagano, Weikai Chen, Haotian Xu, Li-Yi Wei, Yajie Zhao, Jingwan (Cynthia) Lu, Byungmoon Kim, Hao Li
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Human Computer Interaction

Publication date: October 20, 2019

ARComposer: Authoring Augmented Reality Experiences through Text

32nd Annual ACM Symposium on User Interface Software and Technology (UIST 2019)

Sumit Shekhar, Paridhi Maheshwari, Monisha J, Amrit Singhal, Kush Kumar Singh, Kundan Krishna
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Human Computer Interaction

Publication date: October 20, 2019

TriCycle: Audio Representation Learning from Sensor Network Data Using Self-Supervision

IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)

Mark Cartwright, Jason Cramer, Justin Salamon, Juan Pablo Bello
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: October 19, 2019

Real-Time Lip Sync for Live 2D Animation

arXiv

Deepali Aneja, Wilmot Li
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 15, 2019

On Reproducing Semi-dense Depth Map Reconstruction using Deep Convolutional Neural Networks with Perceptual Loss

ACM International Conference on Multimedia (ACM MM)

Ilya Makarov, Dmitrii Maslov, Olga Gerasimova, Vladimir Aliev, Alisa Korinevskaya, Ujjwal Sharma, Haoliang Wang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 14, 2019

Learning to Trace: Expressive Line Drawing Generation from Photographs

Pacific Graphics

Naoto Inoue, Daichi Ito, Ning Xu, Jimei Yang, Brian Price, Toshihiko Yamasaki
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 14, 2019

A High Fidelity Open Embodied Avatar with LipSyncing and Expression Capabilities

ACM International Conference on Multimodal Interaction (ICMI)

Deepali Aneja, Daniel McDuff, Shital Shah
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Intelligent Agents & Assistants

Publication date: October 1, 2019

Sense-able Lunch Recommendations

Proceedings of the 21st International Conference on Human-Computer Interaction with Mobile Devices and Services, MobileHCI 2019, Taipei, Taiwan

Ishan Gupta, Jennifer Healey, Georgios Theocharous, Georgios Theocharous
  • Adobe Research icon AI & Machine Learning

Publication date: September 27, 2019

Web Stereo Video Supervision for Depth Prediction from Dynamic Scenes

3DV 2019

Chaoyang Wang, Simon Lucey, Federico Perazzi, Oliver Wang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: September 23, 2019

Deep Splitting and Merging for Table Structure Decomposition

International Conference on Document Analysis and Recognition (ICDAR)

Chris Tensmeyer, Vlad Morariu, Brian Price, Scott Cohen, Tony Martinez
Oral
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Document Intelligence

Publication date: September 23, 2019

A Facial Affect Analysis System for Autism Spectrum Disorder

IEEE International Conference on Image Processing (ICIP)

Beibin Li, Sachin Mehta, Deepali Aneja, Claire Foster, Pamela Ventola, Frederick Shic, Linda Shapiro
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: September 20, 2019

Exploiting semi-supervised training through a dropout regularization in end-to-end speech recognition

Interspeech 2019

Subhadeep Dey, Petr Motlicek, Trung Bui, Franck Dernoncourt
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Natural Language Processing

Publication date: September 20, 2019

Deep Visual Template-Free Form Parsing

International Conference on Document Analysis and Recognition (ICDAR)

Brian Davis, Bryan Morse, Scott Cohen, Brian Price, Chris Tensmeyer
Oral
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Document Intelligence

Publication date: September 16, 2019

Scalable Bid Landscape Forecasting in Real-time Bidding

ECML-PKDD 2019

Aritra Ghosh, Saayan Mitra, Somdeb Sarkhel, Jason Xie, Gang Wu, Vishy Swaminathan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: September 16, 2019

Node2BITS: Compact Time- and Attribute-aware Node Representations for User Stitching

ECML/PKDD

Di Jin, Mark Heimann, Ryan A. Rossi, Danai Koutra
  • Adobe Research icon AI & Machine Learning

Publication date: September 13, 2019

Highlights of Attention Mechanisms for Model Interpretability

SoCal NLP Symposium 2019

Khalil Mrini, Franck Dernoncourt, Trung Bui, Walter Chang, Ndapa Nakashole
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Document Intelligence
  • Adobe Research icon Natural Language Processing
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