Publications

Publication date: July 22, 2019

Cascading Linear Submodular Bandits: Accounting for Position Bias and Diversity in Online Learning to Rank

Conference on Uncertainty in Artificial Intelligence (UAI)

Gaurush Hiranandani, Harvineet Singh, Prakhar Gupta, Iftikhar Ahamath Burhanuddin, Zheng Wen, Branislav Kveton
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Intelligent Agents & Assistants

Publication date: July 10, 2019

PerceptNet: Learning Perceptual Similarity of Haptic Textures in Presence of Unorderable Triplets

World Haptics Conference (WHC)

K Priyadarshini, Siddhartha Chaudhuri, Subhasis Chaudhuri
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Human Computer Interaction

Publication date: July 7, 2019

Improving Generalization over Large Action Sets

4th Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2019)

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

Publication date: July 4, 2019

An End-to-End Conversational Style Matching Agent

ACM International Conference on Intelligent Virtual Agents (IVA)

Rens Hoegen, Deepali Aneja, Daniel McDuff, Mary Czerwinski
Best Paper Nominee
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Human Computer Interaction
  • Adobe Research icon Intelligent Agents & Assistants

Publication date: June 18, 2019

Photometric Mesh Optimization for Video-Aligned 3D Object Reconstruction

IEEE Conference on Computer Vision and Pattern Recognition (CVPR'19)

Chen Hsuan-Lin, Oliver Wang, Bryan Russell, Eli Shechtman, Vladimir Kim, Matt Fisher, Simon Lucey, Shechtman
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: June 18, 2019

Im2Pencil: Controllable Pencil Illustration from Photographs

IEEE Conference on Computer Vision and Pattern Recognition (CVPR'19)

Yijun Li, Chen Fang, Aaron Hertzmann, Eli Shechtman, Ming-Hsuan Yang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: June 18, 2019

Texture Mixer: A Network for Controllable Synthesis and Interpolation of Texture

IEEE Conference on Computer Vision and Pattern Recognition (CVPR'19)

Ning Yu, Connelly Barnes, Eli Shechtman, Sohrab Amirghodsi, Michal Lukáč
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

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 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

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

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 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 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
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