Publications

Publication date: November 13, 2017

Deep Multi-scale Multi-task FCN for Semantic Page Segmentation and Table Structure Detection

International Conference on Document Analysis and Retrieval (ICDAR) 2017

Dafang He, Brian Price, Scott Cohen, Daniel Kifer, Lee Giles
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: November 13, 2017

Data Augmentation for Recognition of Handwritten Words and Lines using a CNN-LSTM Network

International Conference on Document Analysis and Retrieval (ICDAR) 2017

Curtis Wigington, Seth Stewart, Bill Barrett, Brian Davis, Brian Price, Scott Cohen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: November 7, 2017

Smart Geo-fencing with Location Sensitive Product Affinity

25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL)

Ankur Garg, Sunav Choudhary, Payal Bajaj, Sweta Agrawal, Abhishek Kedia, Shubham Agrawal
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: November 1, 2017

PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts

IJCNLP

Franck Dernoncourt, Ji Young Lee
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: November 1, 2017

Compact descriptors for sketch-based image retrieval using a triplet loss convolutional neural network

Journal on Computer Vision and Image Understanding (CVIU)

Tu Bui, Leo Ribeiro, Moacir Ponti, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 30, 2017

Enhanced Personalized Targeting Using Augmented Reality

Mixed and Augmented Reality (ISMAR-Adjunct), 2017 IEEE International Symposium on

Gaurush Hiranandani, Kumar Ayush, Chinnaobireddy Varsha, Atanu Sinha, Pranav Maneriker, Sai Varun Reddy Maram
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 29, 2017

Show and Recall: Learning What Makes Videos Memorable

IEEE International Conference on Computer Vision Workshops

Sumit Shekhar, Dhruv Singal, Harvineet Singh, Manav Kedia, Akhil Shetty
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 22, 2017

BAM! The Behance Artistic Media Dataset for Recognition Beyond Photography

International Conference on Computer Vision (ICCV). 2017.

Michael Wilber, Chen Fang, Hailin Jin, Aaron Hertzmann, John Collomosse, Serge Belongie
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 22, 2017

Sketching with Style: Visual Search with Sketches and Aesthetic Context

International Conference on Computer Vision (ICCV). 2017.

John Collomosse, Tu Bui, Michael Wilber, Chen Fang, Hailin Jin
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 20, 2017

Video Frame Interpolation via Adaptive Separable Convolution

IEEE International Conference on Computer Vision

Simon Niklaus, Long Mai, Feng Liu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: October 7, 2017

Context-aware video recommendation based on session progress prediction

IEEE ICME 2017

Gang Wu, Vishy Swaminathan, Saayan Mitra, Ratnesh Kumar
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Data Intelligence

Publication date: September 15, 2017

NeuroNER: an easy-to-use program for named-entity recognition based on neural networks

EMNLP

Franck Dernoncourt, Ji Young Lee, Peter Szolovits
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: September 10, 2017

PageNet: Page Boundary Extraction in Historical Handwritten Documents

International Workshop on Historical Document Imaging and Processing

Chris Tensmeyer, Brian Davis, Curtis Wigington, Iain Lee, William Barrett
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Document Intelligence

Publication date: September 4, 2017

Deep GrabCut for Object Selection

British Machine Vision Conference (BMVC) 2017

Ning Xu, Brian Price, Scott Cohen, Jimei Yang, Thomas Huang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: September 4, 2017

Recognizing and Curating Photo Albums via Event-Specific Image Importance

BMVC 2017 - 28th British Machine Vision Conference

Yufei Wang, Zhe Lin, Xiaohui Shen, Radomír Měch, Gavin Miller, Garrison Cottrell
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: September 4, 2017

Total Capture: 3D Human Pose Estimation Fusing Video and Inertial Sensors

British Machine Vision Conference (BMVC). 2017.

Matthew Trumble, Andrew Gilbert, Charles Malleson, Adrian Hilton, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: September 1, 2017

GWCNN: A Metric Alignment Layer for Deep Shape Analysis

Symposium On Geometry Processing

Danielle Ezuz, Justin Solomon, Vladimir Kim, Mirela Ben-Chen
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: August 31, 2017

Convolutional Neural Networks on Surfaces via Seamless Toric Covers

SIGGRAPH

Haggai Maron, Meirav Galun, Noam Aigerman, Miri Trope, Nadav Dym, Ersin Yumer, Vladimir Kim, Yaron Lipman
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: August 30, 2017

Learning Hierarchical Shape Segmentation and Labeling from Online Repositories

SIGGRAPH

Li Yi, Leonidas Guibas, Aaron Hertzmann, Vladimir Kim, Hao Su, Ersin Yumer
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: August 24, 2017

On Sampling from Massive Graph Streams

VLDB

Nesreen K. Ahmed, Nick Duffield, Theodore L. Willke, Ryan A. Rossi
  • Adobe Research icon AI & Machine Learning
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