Publications

Publication date: December 1, 2018

SCORES: Shape Composition with Recursive Substructure Priors

SIGGRAPH Asia

Chenyang Zhu, Kai Xu, Siddhartha Chaudhuri, Renjiao Yi, Hao (Richard) Zhang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)

Publication date: November 30, 2018

Conversion Prediction from Clickstream: Modeling Market Prediction and Customer Predictability

IEEE Transactions on Knowledge and Data Engineering

Jinyoung Yeo, Seung-won Hwang, Sungchul Kim, Eunyee Koh, Nedim Lipka
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: November 23, 2018

Show and Recall @ MediaEval 2018 ViMemNet: Predicting Video Memorability

MediaEval 2018

Ritwick Chaudhry, Manoj Kilaru, Sumit Shekhar
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: November 22, 2018

Learning to Reconstruct Shape and Spatially-Varying Reflectance from a Single Image

ACM Transactions on Graphics (Proc. SIGGRAPH Asia) 2018

Zhengqin Li, Zexiang Xu, Ravi Ramamoorthi, Kalyan Sunkavalli, Manmohan Chandraker
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: November 17, 2018

Interactive Higher-order Network Analysis

IEEE International Conference on Data Mining (ICDM)

Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence
  • Adobe Research icon Human Computer Interaction

Publication date: November 1, 2018

Localizing Moments in Video with Temporal Language

Empirical Methods in Natural Language Processing (EMNLP'18)

Lisa Anne Hendricks, Oliver Wang, Eli Shechtman, Josef Sivic, Trevor Darrell, Bryan Russell
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing

Publication date: October 31, 2018

When science journalism meets artificial intelligence : An interactive demonstration

Conference on Empirical Methods in Natural Language Processing (EMNLP) demo track

Raghuram Vadapalli, Bhaktiyar Syed, Nishanth Prabhu, Balaji Vasan Srinivasan, Vasudeva Varma
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: October 22, 2018

Sci-Blogger: A step towards automated science journalism

27th ACM International Conference on Information and Knowledge Management (CIKM)

Raghuram Vadapalli, Bhaktiyar Syed, Nishanth Prabhu, Balaji Vasan Srinivasan, Vasudeva Varma
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Content Intelligence
  • Adobe Research icon Natural Language Processing

Publication date: October 22, 2018

DeepCompare: Visual and Interactive Comparison of Deep Learning Models

Proceedings of Visualization in Data Science (Proc. VDS 2018)

Sugeerth Murugesan, Sana Malik, Fan Du, Eunyee Koh, Tuan Manh Lai
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Human Computer Interaction

Publication date: October 22, 2018

Perceptual Similarity Ranking of Temporal Heatmaps Using Convolutional Neural Networks

Proceedings of the Workshop on Understanding Subjective Attributes of Data, with the Focus on Evoked Emotions (EE-USAD 2018)

Sana Malik, Sungchul Kim, Eunyee Koh
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Human Computer Interaction

Publication date: October 22, 2018

Predictive Analysis by Leveraging Temporal User Behavior

CIKM'18

Charles Chen, Sungchul Kim, Hung Bui, Ryan A. Rossi, Branislav Kveton, Eunyee Koh, Razvan Bunescu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Data Intelligence

Publication date: October 22, 2018

TAPESTRY: Visualizing Interwoven Identities for Trust Provenance

IEEE Symposium on Visualization for Cyber Security (VizSec)

Yifan Yang, John Collomosse, Arthi Manohar, Jo Briggs, Jamie Steane
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Human Computer Interaction

Publication date: September 16, 2018

3D-CODED : 3D Correspondences by Deep Deformation

ECCV

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

Publication date: September 15, 2018

Real-Time Hair Rendering using Sequential Adversarial Networks

ECCV

Lingyu Wei, Liwen Hu, Vladimir Kim, Ersin Yumer, Hao Li
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: September 12, 2018

SwapNet: Image Based Garment Transfer

European Conference on Computer Vision (ECCV 2018)

Amit Raj, Patsorn Sankloy, Huiwen Chang, James Hays, Duygu Ceylan, Jingwan (Cynthia) Lu
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: September 10, 2018

MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics

European Conference on Computer Vision (ECCV'18)

Xinchen Yan, Akash Rastogi, Ruben Villegas, Kalyan Sunkavalli, Eli Shechtman, Sunil Hadap, Ersin Yumer, Honglak Lee
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: September 10, 2018

C-WSL: Count-guided Weakly Supervised Localization

European Conference on Computer Vision (ECCV)

Mingfei Gao, Ang Li, Ruichi Yu, Vlad Morariu, Larry S. Davis
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: September 9, 2018

Visually Indicated Sound Generation by Perceptually Optimized Classification

Proc. of the 1st Multimodal Learning and Applications Workshop (MULA 2018)

Kan Chen, Chuanxi Zhang, Chen Fang, Zhaowen Wang, Trung Bui, Ram Nevatia
Best Paper Award
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: September 9, 2018

Volumetric performance capture from minimal camera viewpoints

European Conference on Computer Vision (ECCV). 2018.

Matthew Trumble, Andrew Gilbert, 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 8, 2018

Deep Autoencoder for Combined Human Pose Estimation and Body Model Upscaling

European Conference on Computer Vision (ECCV). 2018.

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