Publications

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 11, 2019

Half-Space Power Diagrams and Discrete Surface Offsets

IEEE Transactions on Visualization and Computer Graphics

Zhen Chen, Jérémie Dumas, Daniele Panozzo
  • Adobe Research icon Graphics (2D & 3D)

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

Multi-label Connectionist Temporal Classification

International Conference on Document Analysis and Recognition (ICDAR)

Curtis Wigington, Brian Price, Scott Cohen
  • Adobe Research icon Document Intelligence

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 20, 2019

ICDAR 2019 Competition on Harvesting Raw Tables from Infographics (CHART-Infographics)

2019 International Conference on Document Analysis and Recognition

Kenny Davila, Bhargava Urala Kota, Srirangraj Setlur, Venu Govindraju, Chris Tensmeyer, Sumit Shekhar, Ritwick Chaudhry
  • 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 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

Mapping distributional to model-theoretic semantic spaces: a baseline

PACLIC 2019

Franck Dernoncourt
  • Adobe Research icon Natural Language Processing

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

Publication date: September 11, 2019

Robust Synthesis of Adversarial Visual Examples Using a Deep Image Prior

British Machine Vision Conference (BMVC) 2019

Tommy Gittings, Steve Schneider, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: September 3, 2019

Pre-trained Affective Word Representations

8th International Conference on Affective Computing and Intelligent Interaction (ACII)

Kushal Chawla, Sopan Khosla, Niyati Chhaya, Kokil Jaidka
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: August 19, 2019

DeepPlace: Learning to Place Applications in Multi-Tenant Clusters

Proceedings of ACM/SIGOPS Asia-Pacific Workshop on Systems (APSys)

Subrata Mitra, Shanka Subhra Mondal, Nikhil Sheoran, Neeraj Dhake, Ravinder Nehra, Ramanuja Simha
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Systems & Languages

Publication date: August 10, 2019

Integrating Knowledge and Reasoning in Image Understanding

IJCAI 2019

Somak Aditya, Yezhou Yang, Chitta Baral
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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