Adobe Research » Publications

Publication date: January 15, 2020

Dis-entangling Mixture of Interventions on a Causal Bayesian Network Using Aggregate Observations

Ninth International Workshop on Statistical Relational AI at 34th AAAI Conference on Artificial Intelligence (AAAI)

Gaurav Sinha, Ayush Chauhan, Aurghya Maiti, Naman Poddar, Pulkit Goel*

AI & Machine Learning
Data Intelligence

Publication date: January 5, 2020

Predicting Outcomes in Limited-Overs Cricket Matches

COMAD/CODS

Natwar Modani, Manoj Kilaru, Anjan Kaur, Ritwik Sinha, Harsh Khetan

AI & Machine Learning

Publication date: January 1, 2020

Arbitrary Style Transfer Using Neurally-Guided Patch-Based Synthesis

Computers & Graphics (CAG 2020)

Ondřej Texler, David Futschik, Jakub Fišer, Michal Lukáč, Jingwan (Cynthia) Lu, Eli Shechtman, Daniel Sýkora

Computer Vision, Imaging & Video

Publication date: January 1, 2020

Approximate Maximum Matching in Random Streams

Proceedings of the Thirty-First Annual ACM-SIAM Symposium on Discrete Algorithms (SODA)

Alireza Farhadi, MohammadTaghi Hajiaghayi, Tung Mai, Anup Rao, Ryan A. Rossi

AI & Machine Learning
Data Intelligence

Publication date: December 17, 2019

Real-Time Multi-person Motion Capture from Multi-view Video

International Journal on Computer Vision (IJCV)

Charles Malleson, John Collomosse, Adrian Hilton

Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: December 13, 2019

How Many Glances? Modeling Multi-duration Saliency

Workshop on Shared Visual Representations in Human and Machine Intelligence at NeurIPS (SVRHM)

Camilo Fosco, Anelise Newman, Patr Sukhum, Yun Bin Zhang, Aude Oliva, Zoya Bylinskii

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: December 11, 2019

A Scalable Data Augmentation and Training Pipeline for Logo Detection

IEEE ISM 2019

Han Guo, Vishy Swaminathan, Saayan Mitra

Best Paper Award

AI & Machine Learning

Publication date: December 11, 2019

Learning an Intrinsic Garment Space for Interactive Authoring of Garment Animation

ACM Transaction on Graphics (Proc. SIGGRAPH)

Tuanfeng Y. Wang, Tianjia Shao, Kai Fu, Niloy J. Mitra

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: December 9, 2019

Dynamic Adaptive Streaming for Augmented Reality Applications

Proceedings of IEEE International Symposium on Multimedia (IEEE ISM)

Stefano Petrangeli, Gwendal Simon, Haoliang Wang, Vishy Swaminathan

Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: December 1, 2019

Learning Elementary Structures for 3D Shape Generation and Matching

Conference on Neural Information Processing Systems Description

Theo Deprelle, Thibault Groueix, Matt Fisher, Vladimir (Vova) Kim, Bryan Russell, Mathieu Aubry

AI & Machine Learning
Graphics (2D & 3D)

Publication date: November 30, 2019

Dissecting the Performance of VR Video Streaming Through the VR-EXP Experimentation Platform

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)

Roberto Iraja Tavares Da Costa Filho, Marcelo Caggiani Luizelli, Stefano Petrangeli, Maria Torres Vega, Jeroen van der Hooft, Tim Wauters, Filip De Turck, Luciano Paschoal Gaspary

Computer Vision, Imaging & Video

Publication date: November 30, 2019

Tile-Based Adaptive Streaming for Virtual Reality Video

ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)

Jeroen van der Hooft, Maria Torres Vega, Stefano Petrangeli, Tim Wauters, Filip De Turck

Computer Vision, Imaging & Video

Publication date: November 21, 2019

Linear Quadratic Regulator for Resource-Efficient Cloud Services

ACM Symposium on Cloud Computing

Youngsuk Park, Kanak Mahadik, Ryan Rossi, Gang Wu, Handong Zhao

AI & Machine Learning
Systems & Languages

Publication date: November 18, 2019

Do Events Change Opinions on Social Media? Studying the 2016 US Presidential Debates

International Conference on Social Informatics (SocInfo)

Sopan Khosla, Niyati Chhaya, Shivam Jindal, Oindrilla Saha, Milind Shrivastava

AI & Machine Learning
Content Intelligence
Natural Language Processing

Publication date: November 17, 2019

3D Ken Burns Effect from a Single Image

ACM Transactions on Graphics

Simon Niklaus, Long Mai, Jimei Yang, Feng Liu

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: November 16, 2019

Reducing Simulator Sickness with Perceptual Camera Control

SIGGRAPH Asia 2019

Ping Hu, Qi Sun, Piotr Didyk, Li-Yi Wei, Arie Kaufman

Graphics (2D & 3D)
Human Computer Interaction

Publication date: November 12, 2019

Smart3DGuides: Making Unconstrained Immersive 3D Drawing More Accurate

VRST 2019: 25th ACM Symposium on Virtual Reality Software and Technology

Mayra D. Barrera Machuca, Wolfgang Stuerzlinger, Paul Asente

AR, VR & 360 Photography
Graphics (2D & 3D)
Human Computer Interaction

Publication date: November 11, 2019

Challenges and Design Considerations for Multimodal Asynchronous Collaboration in VR

ACM Conference on Computer Supported Cooperative Work (CSCW)

Kevin Chow, Caitlin Coyiuto, Cuong Nguyen, Dongwook Yoon

AR, VR & 360 Photography
Human Computer Interaction

Publication date: November 11, 2019

Generating Realistic Binarization Data with Generative Adversarial Networks

International Conference on Document Analysis and Recognition (ICDAR)

Chris Tensmeyer, Mike Brodie, Daniel Saunders, Tony Martinez

AI & Machine Learning
Computer Vision, Imaging & Video
Document Intelligence

Publication date: November 11, 2019

Training Full-Page Handwritten Text Recognition Models without Annotated Line Breaks

International Conference on Document Analysis and Recognition (ICDAR)

Chris Tensmeyer, Curtis Wigington

Oral

AI & Machine Learning
Computer Vision, Imaging & Video
Document Intelligence
Natural Language Processing

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