Publications

Publication date: October 27, 2019

Learning to Reconstruct 3D Manhattan Wireframes from a Single Image

ICCV 2019

Yichao Zhou, Haozhi Qi, Simon Zhai, Qi Sun, Zhili Chen, Li-Yi Wei, Yi Ma
  • Adobe Research icon AI & Machine Learning

Publication date: October 27, 2019

Deep Single-Image Portrait Relighting

ICCV 2019

Hao Zhou, Sunil Hadap, Kalyan Sunkavalli, David Jacobs
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 27, 2019

Deep Parametric Indoor Lighting Estimation

ICCV 2019

Marc-André Gardner, Yannick Hold-Geoffroy, Kalyan Sunkavalli, Christian Gagné, Jean-François Lalonde
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 27, 2019

BAE-NET: Branched Autoencoder for Shape Co-Segmentation

ICCV

Zhiqin Chen, Kangxue Yin, Matt Fisher, Siddhartha Chaudhuri, Hao Zhang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: October 27, 2019

Unpaired Image Captioning via Scene Graph Alignments

International Conference on Computer Vision (ICCV)

Jiuxiang Gu, Shafiq Joty, Jianfei Cai, Handong Zhao, Xu Yang, Gang Wang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 27, 2019

Video Object Segmentation using Space-Time Memory Networks

International Conference on Computer Vision (ICCV)

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

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

MagicalHands: Mid-Air Hand Gestures for Animating in VR

UIST 2019

Rahul Arora, Rubaiat Habib, Danny Kaufman, Wilmot Li, Karan Singh
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Human Computer Interaction

Publication date: October 20, 2019

View-Dependent Video Textures for 360° Video

User Interface Software and Technology (UIST)

S. Liu, M. Agrawala, Stephen DiVerdi, Aaron Hertzmann
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Computer Vision, Imaging & Video
  • 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 16, 2019

Scalable Genomic Assembly through Parallel de Bruijn Graph Construction for Multiple K-mers

Scientific Reports, Nature Research

Kanak Mahadik, Christopher Wright, Milind Kulkarni, Saurabh Bagchi, Somali Chaterji
  • Adobe Research icon Systems & Languages

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
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