Publications

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

Publication date: May 6, 2019

Generating Playful Palettes from Images

Expressive 2019

Stephen DiVerdi, Jingwan (Cynthia) Lu, Jose Echevarria, Maria Shugrina
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Human Computer Interaction

Publication date: May 5, 2019

Sketching and layering graffiti primitives

Expressive 2019

Daniel Berio, Paul Asente, Jose Echevarria, Frederic Fol Leymarie
  • Adobe Research icon Graphics (2D & 3D)

Publication date: May 4, 2019

Implementing Multi-Touch Gestures with Touch Groups and Cross Events

ACM Conference on Human Factors and Computing Systems (SIGCHI)

Steve Oney, Rebecca Krosnick, Joel Brandt, Brad Myers
Best Paper Honorable Mention
  • Adobe Research icon Human Computer Interaction

Publication date: May 4, 2019

TutoriVR: A Video-Based Tutorial System for Design Applications in Virtual Reality

ACM Conference on Human Factors and Computing Systems (SIGCHI)

Balasaravanan Thoravi Kumaravel, Cuong Nguyen, Stephen DiVerdi, B. Hartmann
  • Adobe Research icon AR, VR & 360 Photography
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Human Computer Interaction

Publication date: May 4, 2019

VoiceAssist: Guiding Users to High-Quality Voice Recordings

ACM Conference on Human Factors in Computing Systems (CHI)

Prem Seetharaman, Gautham Mysore, Bryan Pardo, Paris Smaragdis, Celso Gomes
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Human Computer Interaction

Publication date: May 4, 2019

B-Script: Transcript-based B-roll Video Editing with Recommendations

ACM Conference on Human Factors in Computing Systems (CHI)

Bernd Huber, Hijung Valentina Shin, Bryan Russell, Oliver Wang, Gautham Mysore
  • Adobe Research icon Audio
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Natural Language Processing
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