Adobe Research » Publications

Publication date: January 1, 2019

Estimation of Graphlet Counts in Massive Networks

IEEE Transactions on Neural Networks and Learning Systems (TNNLS)

Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed

AI & Machine Learning

Publication date: December 24, 2018

In-painting of Wide-baseline Multiple Viewpoint Video

IEEE Transactions on Visualization and Computer Graphics (TVCG)

Andrew Gilbert, Matthew Trumble, Adrian Hilton, John Collomosse, John Collomosse

Computer Vision, Imaging & Video
Graphics (2D & 3D)

Publication date: December 17, 2018

Supervised Transfer Learning for Product Information Question Answering

Proc. of ICMLA

Tuan Manh Lai, Trung Bui, Nedim Lipka, Sheng Li

Intelligent Agents & Assistants

Publication date: December 13, 2018

A Multimodal Dialogue System for Conversational Image Editing

Proc. of 2nd Conversational AI Workshop - NIPS

Tzu-Hsiang Lin, Trung Bui, Doo Soon Kim, Jean Oh

AI & Machine Learning
Computer Vision, Imaging & Video
Human Computer Interaction
Intelligent Agents & Assistants
Natural Language Processing

Publication date: December 10, 2018

Pythia: Improving Datacenter Utilization via Precise Contention Prediction for Multiple Co-located Workloads

In the Proceedings of the 19th ACM International Middleware Conference (Middleware 2018)

Ran Xu, Subrata Mitra, Jason Rahman, Peter Bai, Bowen Zhou, Greg Bronevetsky, Saurabh Bagchi

AI & Machine Learning
Systems & Languages

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

AI & Machine Learning
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

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

AI & Machine Learning
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

AI & Machine Learning
Computer Vision, Imaging & Video
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

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

AI & Machine Learning
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

AI & Machine Learning
Audio
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

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

AI & Machine Learning
Computer Vision, Imaging & Video
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

AI & Machine Learning
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

AI & Machine Learning
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

AI & Machine Learning
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

AI & Machine Learning
Data Intelligence

Publication date: November 23, 2018

Show and Recall @ MediaEval 2018 ViMemNet: Predicting Video Memorability

MediaEval 2018

Ritwick Chaudhry, Manoj Kilaru, Sumit Shekhar

AI & Machine Learning
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

AI & Machine Learning
Computer Vision, Imaging & Video
Graphics (2D & 3D)

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