Publications

Publication date: June 18, 2019

LiveSketch: Query Perturbation for Guided Sketch-based Visual Search

Conference on Computer Vision and Pattern Recognition (CVPR) 2019

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

Publication date: June 18, 2019

Exploring New York in 8K: an adaptive tile-based virtual reality video streaming experience

Proceedings of ACM Multimedia Systems Conference (ACM MMSys)

Maria Torres Vega, Jeroen van der Hooft, Joris Heyse, Femke De Backere, Tim Wauters, Filip De Turck, Stefano Petrangeli
Best demo award
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 17, 2019

ARCHANGEL: Tamper-proofing Video Archives using Temporal Content Hashes on the Blockchain

Computer Vision and Pattern Recognition (CVPR) Workshops 2019. Computer Vision, AI and Blockchain.

Tu Bui, Daniel Cooper, John Collomosse, Mark Bell, Alex Green, John Sheridan, Jez Higgins, Arindra Das, Jared Keller, Olivier Thereaux, Alan Brown
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Systems & Languages

Publication date: June 16, 2019

Fast Spatially-Varying Indoor Lighting Estimation

Computer Vision and Pattern Recognition (CVPR)

Mathieu Garon, Kalyan Sunkavalli, Sunil Hadap, Nathan Carr, Jean-Francois Lalonde
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 16, 2019

When Color Constancy Goes Wrong: Correcting Improperly White-Balanced Images

Conference on Computer Vision and Pattern Recognition (CVPR) 2019

Mahmoud Afifi, Brian Price, Scott Cohen, Michael Brown
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 16, 2019

Scene Graph Generation with External Knowledge and Image Reconstruction

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Jiuxiang Gu, Handong Zhao, Zhe Lin, Sheng Li, Jianfei Cai, Mingyang Ling
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Data Intelligence

Publication date: June 16, 2019

GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud

Computer Vision and Pattern Recognition (CVPR)

Li Yi, Wang Zhao, He Wang, Minhyuk Sung, Leonidas Guibas
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 16, 2019

Supervised Fitting of Geometric Primitives to 3D Point Clouds

Computer Vision and Pattern Recognition (CVPR)

Lingxiao Li, Minhyuk Sung, Anastasia Dubrovina, Li Yi, Leonidas Guibas
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 16, 2019

Fast User-Guided Video Object Segmentation by Interaction-and-Propagation Networks

Computer Vision and Pattern Recognition (CVPR)

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

Publication date: June 15, 2019

What’s Broken in Music Informatics Research? Three Uncomfortable Statements

Machine Learning for Music Discovery workshop, International Conference on Machine Learning (ICML)

Justin Salamon
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: June 15, 2019

On the Continuity of Rotation Representations in Neural Networks

CVPR 2019

Yi Zhou, Connelly Barnes, Jingwan (Cynthia) Lu, Jimei Yang, Hao Li
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 15, 2019

Learning to Generate Textures on 3D Meshes

CVPR 2019 Workshop on Deep Generative models for 3D understanding

Amit Raj, Cusuh Ham, Connelly Barnes, James Hays, Vladimir Kim, Jingwan (Cynthia) Lu
Best paper award
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 12, 2019

Making Convolutional Networks Shift-Invariant Again

International Conference on Machine Learning (ICML'19)

Richard Zhang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 10, 2019

Learning Action Representations for Reinforcement Learning

Thirty-sixth International Conference on Machine Learning (ICML 2019)

Yash Chandak, Georgios Theocharous, James Kostas, Scott Jordan, Philip Thomas
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: June 9, 2019

Personalizing with Human Cognitive Biases

User Modeling and Adaptation conference - Theory Opinion and Reflection: UMAP 19 - TOR

Georgios Theocharous, Jennifer Healey, Sridhar Mahadevan, Michelle Saad
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: June 9, 2019

The SKYNIVI Experience: Evoking Startle and Frustration in Dyads and Single Drivers

IEEE Intelligent Vehicles Symposium (IV 2019)

Ignacio Alvarez, Jennifer Healey, Erica Lewis
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Natural Language Processing

Publication date: June 7, 2019

Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)

Sebastian Gehrmann, Steven Layne, Franck Dernoncourt
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Natural Language Processing

Publication date: June 1, 2019

Volumetric Michell Trusses for Parametric Design & Fabrication

ACM Symposium on Computational Fabrication (SCF) 2019

Rahul Arora, Alec Jacobson, Tim Langlois, Yijiang Huang, Caitlin Mueller, Wojciech Matusik, Ariel Shamir, Karan Singh, David I.W. Levin
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 1, 2019

All-Weather Deep Outdoor Lighting Estimation

CVPR 2019

Jinsong Zhang, Kalyan Sunkavalli, Yannick Hold-Geoffroy, Sunil Hadap, Jean-François Lalonde
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 1, 2019

Learning to Separate Multiple Illuminants in a Single Image

CVPR 2019

Zhuo Hui, Ayan Chakrabarti, Kalyan Sunkavalli, Aswin Sankaranarayanan, Kalyan Sunkavalli
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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