Publications

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

Publication date: June 1, 2019

Deep Self-Supervised Cycle-Consistent Deformation for Few-Shot Shape Segmentation

Symposium on Geometry Processing (SGP 2019)

Thibault Groueix, Matthew Fisher, Vladimir G. Kim, Bryan C. Russell, Mathieu Aubry
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: May 13, 2019

Multiple Treatment Effect Estimation using Deep Generative Model with Task Embedding

In The World Wide Web Conference

Shiv Saini, Sunny Dhamnani, Aakash S, Akil Arif Ibrahim, Prithviraj Chavan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: May 6, 2019

RePlay: Contextually Presenting Learning Videos Across Software Applications

ACM Conference on Human Factors and Computing Systems (SIGCHI)

C. Ailie Fraser, Tricia J. Ngoon, Mira Dontcheva, Scott Klemmer
Honorable Mention
  • Adobe Research icon Human Computer Interaction

Publication date: May 6, 2019

Bounce and Learn: Modeling Scene Dynamics with Real-World Bounces

ICLR 2019

Senthil Purushwalkam, Abhinav Gupta, Danny Kaufman, Bryan Russell
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: May 6, 2019

Image Recoloring Based on Object Color Distributions

Eurographics 2019 (short paper)

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

Publication date: May 6, 2019

StyleBlit: Fast Example-Based Stylization with Local Guidance

Eurographics 2019

Daniel Sýkora, Ondrej Jamriska, Jingwan (Cynthia) Lu, Eli Shechtman
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: May 6, 2019

Enhancing Neural Style Transfer using Patch-Based Synthesis

Expressive 2019

Ondřej Texler, Jakub Fišer, Michal Lukáč, Jingwan (Cynthia) Lu, Eli Shechtman, Daniel Sýkora
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
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