Publications

Publication date: December 10, 2018

Learning a Shared Shape Space for Multimodal Garment Design

ACM Transaction on Graphics (Proc. SIGGRAPH)

Tuanfeng Y. Wang, Duygu Ceylan, Jovan Popović, Niloy J. Mitra
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: December 10, 2018

Dynamic Network Embeddings: From Random Walks to Temporal Random Walks

2018 IEEE International Conference on Big Data (Big Data)

Giang Nguyen, John Boaz Lee, Ryan A. Rossi, Nesreen Ahmed, Eunyee Koh, Sungchul Kim
  • Adobe Research icon AI & Machine Learning

Publication date: December 10, 2018

Trajectory-Based Viewport Prediction for 360-Degree Virtual Reality Videos

Proceedings of IEEE International Conference on Artificial Intelligence and Virtual Reality (IEEE AIVR)

Stefano Petrangeli, Gwendal Simon, Vishy Swaminathan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: December 10, 2018

Content-Based Effectiveness Prediction of Video Advertisements

IEEE ISM 2018

Qi Lou, Somdeb Sarkhel, Saayan Mitra, Vishy Swaminathan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Data Intelligence

Publication date: December 10, 2018

Relational Similarity Machines (RSM): A Similarity-based Learning Framework for Graphs

IEEE BigData

Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed, Hoda Eldardiry
  • Adobe Research icon AI & Machine Learning

Publication date: December 7, 2018

Reinforcement Learning with a Dynamic Action Set

Workshop on Continual Learning (NeurIPS 2018)

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

Publication date: December 3, 2018

Self-Supervised Generation of Spatial Audio for 360° Video

Neural Information Processing Systems (NIPS)

Pedro Morgado, Nuno Vasconcelos, Tim Langlois, Oliver Wang
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio
  • Adobe Research icon Computer Vision, Imaging & Video

Publication date: December 3, 2018

Scalar Posterior Sampling with Applications

Neural Information Processing Systems (NeurIPS 2018)

Georgios Theocharous, Zheng Wen, Yasin Abbasi-Yadkori, Nikos Vlassis
  • Adobe Research icon AI & Machine Learning

Publication date: December 3, 2018

Deep Functional Dictionaries: Learning Consistent Semantic Structures on 3D Models from Functions

Neural Information Processing Systems (NeurIPS)

Minhyuk Sung, Hao Su, Ronald Yu, Leonidas Guibas
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Graphics (2D & 3D)

Publication date: December 2, 2018

A Comparison Study of Human Evaluated Automated Highlighting Systems

PACLIC

Sasha Spala, Franck Dernoncourt, Walter Chang, Carl Dockhorn
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: December 2, 2018

Deep Manifold Alignment for Mid-grain Sketch based Image Retrieval

Asian Conference on Computer Vision (ACCV). 2018.

Tu Bui, Leo Ribeiro, Moacir Ponti, John Collomosse
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

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 15, 2018

OptCuts: Joint Optimization of Surface Cuts and Parameterization

ACM Transactions on Graphics (SIGGRAPH Asia 2018)

Minchen Li, Danny Kaufman, Vladimir Kim, Justin Solomon, Alla Sheffer
  • Adobe Research icon Graphics (2D & 3D)

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: November 1, 2018

Performance Extraction and Suitability Analysis of Multi- and Many-core Architectures for Next Generation Sequencing Secondary Analysis

International Conference on Parallel Architectures and Compilation Techniques

Sanchit Misra, Tony Pan, Kanak Mahadik, George Powley, Priya Vaidya, Md. Vasimuddin, Srinivas Aluru
  • Adobe Research icon Systems & Languages

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
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