Adobe Research » Publications

Publication date: September 8, 2018

Materials for Masses: SVBRDF Acquisition with a Single Mobile Phone Image

European Conference on Computer Vision (ECCV) 2018 (Oral)

Zhengqin Li, Kalyan Sunkavalli, Manmohan Chandraker

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

Publication date: September 8, 2018

Compositing-aware Image Search

European Conference on Computer Vision (ECCV) 2018

Hengshuang Zhao, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Brian Price, Jia Jiaya

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: September 8, 2018

Learning to Blend Photos

European Conference on Computer Vision

Wei-Chih Hung, Jianming Zhang, Xiaohui Shen, Zhe Lin, Joon-Young Lee, Ming-Hsuan Yang

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: September 8, 2018

Contemplating Visual Emotions: Understanding and Overcoming Dataset Bias

European Conference on Computer Vision

Rameswar Panda, Jianming Zhang, Haoxiang Li, Joon-Young Lee, Xin Lu, Amit Roy-Chowdhury

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: September 8, 2018

YouTube-VOS: Sequence-to-Sequence Video Object Segmentation

European Conference on Computer Vision 2018

Ning Xu, Linjie Yang, Yuchen Fan, Jianchao Yang, Dingcheng Yue, Yuchen Liang, Brian Price, Scott Cohen, Thomas Huang

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: September 8, 2018

Interactive Boundary Prediction for Object Selection

European Conference on Computer Vision 2018

Hoang Le, Long Mai, Brian Price, Scott Cohen, Hailin Jin, Feng Liu

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: September 8, 2018

Start, Follow, Read: End-to-End Full-Page Handwriting Recognition

European Conference on Computer Vision 2018

Curtis Wigington, Chris Tensmeyer, Brian Davis, Bill Barrett, Brian Price, Scott Cohen

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

Publication date: September 3, 2018

Scale-free adaptive planning for deterministic dynamics & discounted rewards

Proceedings of the 2019 International Conference on Machine Learning (ICML 2019)

Peter Bartlett, Victor Gabillion, Jennifer Healey, Michal Valko, Healey

AI & Machine Learning

Publication date: September 2, 2018

A Framework for Speech Recognition Benchmarking

Proc. of Interspeech 2018

Franck Dernoncourt, Trung Bui, Walter Chang

AI & Machine Learning
Audio

Publication date: August 25, 2018

A Web-based Framework for Collecting and Assessing Highlighted Sentences in a Document

Proceedings of the 27th International Conference on Computational Linguistics (COLING): System Demonstrations

Sasha Spala, Franck Dernoncourt, Walter Chang, Carl Dockhorn

AI & Machine Learning
Natural Language Processing

Publication date: August 20, 2018

Aff2Vec: Affect–Enriched Distributional Word Representations

The 27th International Conference on Computational Linguistics (COLING)

Sopan Khosla, Niyati Chhaya, Kushal Chawla

AI & Machine Learning
Content Intelligence
Natural Language Processing

Publication date: August 20, 2018

Corpus-based Content Construction

27th International Conference on Computational Linguistics

Balaji Vasan Srinivasan, Pranav Maneriker, Kundan Krishna, Natwar Modani

AI & Machine Learning
Content Intelligence
Natural Language Processing

Publication date: August 20, 2018

Vocabulary-tailored summary generation

27th International Conference on Computational Linguistics (COLING)

Kundan Krishna, Aniket Murherkar, Saumitra Sharma, Balaji Vasan Srinivasan

AI & Machine Learning
Content Intelligence
Natural Language Processing

Publication date: August 20, 2018

A Review on Deep Learning Techniques Applied to Answer Selection

Proceedings of the 27th International Conference on Computational Linguistics (COLING 2018)

Tuan Manh Lai, Trung Bui, Sheng Li

AI & Machine Learning
Intelligent Agents & Assistants
Natural Language Processing

Publication date: August 19, 2018

Offline Evaluation of Ranking Policies with Click Models

ACM International Conference on Knowledge Discovery & Data Mining (KDD)

Shuai Li, Yasin Abbasi-Yadkori, Branislav Kveton, S. Muthukrishnan, Vishwa Vinay, Zheng Wen

AI & Machine Learning

Publication date: August 19, 2018

Forecasting Granular Audience Size for Online Advertising

Workshop AdKDD & TargetAd, at 24th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Ritwik Sinha, Dhruv Singal, Pranav Maneriker, Kushal Chawla, Yash Shrivastava, Deepak Pai, Atanu R Sinha

AI & Machine Learning
Data Intelligence

Publication date: August 12, 2018

Deep Image-based Relighting using Optimal Sparse Samples

ACM Transactions on Graphics (Proc. SIGGRAPH) 2018

Zexiang Xu, Kalyan Sunkavalli, Sunil Hadap, Ravi Ramamoorthi

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

Publication date: August 3, 2018

Performance Characterization of Low-Latency Adaptive Streaming From Video Portals

IEEE Access

Jeroen van der Hooft, Cedric De Boom, Stefano Petrangeli, Tim Wauters, Filip De Turck

AI & Machine Learning
Computer Vision, Imaging & Video

Publication date: August 3, 2018

Temporal extensions of Nonnegative Matrix Factorization

Book Chapter in Audio Source Separation and Speech Enhancement, Wiley, 2018

Cedric Fevotte, Paris Smaragdis, Nasser Mohammadiha, Gautham Mysore

AI & Machine Learning
Audio

Publication date: August 1, 2018

Language Model Supervision for Handwriting Recognition Model Adaptation

International Conference on Frontiers in Handwriting Recognition

Chris Tensmeyer, Curtis Wigington, Brian Davis, Seth Stewart, Tony Martinez, William Barrett

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

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